From 44899b19fd17651ba997298a5074c5d632ea8b37 Mon Sep 17 00:00:00 2001 From: Huiqiang Jiang Date: Wed, 2 Aug 2023 07:35:24 -0700 Subject: [PATCH 1/4] Feature(LLMLingua): build the basic version of LLMLingua --- Makefile | 15 ++ README.md | 76 ++++++- images/LLMLingua_demo.png | Bin 0 -> 155691 bytes images/LLMLingua_framework.png | Bin 0 -> 231610 bytes images/LLMLingua_logo.png | Bin 0 -> 428996 bytes images/LLMLingua_motivation.png | Bin 0 -> 207900 bytes llmlingua/__init__.py | 6 + llmlingua/prompt_compressor.py | 371 ++++++++++++++++++++++++++++++++ llmlingua/version.py | 11 + requirements.txt | 0 setup.cfg | 28 +++ setup.py | 57 +++++ 12 files changed, 556 insertions(+), 8 deletions(-) create mode 100644 Makefile create mode 100644 images/LLMLingua_demo.png create mode 100644 images/LLMLingua_framework.png create mode 100644 images/LLMLingua_logo.png create mode 100644 images/LLMLingua_motivation.png create mode 100644 llmlingua/__init__.py create mode 100644 llmlingua/prompt_compressor.py create mode 100644 llmlingua/version.py create mode 100644 requirements.txt create mode 100644 setup.cfg create mode 100644 setup.py diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..b7fa0bf --- /dev/null +++ b/Makefile @@ -0,0 +1,15 @@ +.PHONY: install style_check_on_modified style + +export PYTHONPATH = src + +PYTHON := python3 +CHECK_DIRS := llmlingua + +install: + @${PYTHON} setup.py bdist_wheel + @${PYTHON} -m pip install dist/sdtools* + +style: + black $(CHECK_DIRS) + isort -rc $(CHECK_DIRS) + flake8 $(CHECK_DIRS) \ No newline at end of file diff --git a/README.md b/README.md index 5cd7cec..bc1d62d 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,74 @@ -# Project +

+LLMLingua +

-> This repo has been populated by an initial template to help get you started. Please -> make sure to update the content to build a great experience for community-building. +# LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models -As the maintainer of this project, please make a few updates: +This repo contains the code for LLMLingua, a project that compresses prompts and speeds up inference for LLMs with minimal loss of performance. + +[LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models]() (). +_Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang and Lili Qiu_ + + +PS: We also release a hackathon demo to show our idea. Please check [here](https://hackbox.microsoft.com/hackathons/hackathon2023/project/26540). + + +## πŸŽ₯ Overview + +![image](./images/LLMLingua_motivation.png) + +- Have you ever tried to input a long text and ask ChatGPT to summarize it, only to be told that it exceeds the token limit? ​ +- Have you ever spent a lot of time fine-tuning the personality of ChatGPT, only to find that it forgets the previous instructions after a few rounds of dialogue? ​ +- Have you ever used the GPT3.5/4 API for experiments, and got good results, but also received a huge bill after a few days? ​ + +Large language models, such as ChatGPT and GPT-4, impress us with their amazing generalization and reasoning abilities, but they also come with some drawbacks, such as the prompt length limit and the prompt-based pricing scheme.​ + +![image](./images/LLMLingua_framework.png) + +Now you can use **LLMLingua**!​ + +A simple and efficient method to compress prompt up to **20x**.​ + +- πŸ’° **Saving cost**, not only prompt, but also the generation length;​ +- πŸ“ **Support longer contexts**;​ +- βš–οΈ **Robustness**, no need any training for the LLMs;​ +- πŸ•΅οΈ **Keeping** the original prompt knowledge like ICL, reasoning, etc.​ +- πŸ“œ **KV-Cache compression**, speedup inference;​ + +![image](./images/LLMLingua_demo.png) + +If you find this repo helpful, please cite the following paper: + +```bibtex +@inproceedings{jiang-etal-2023-llmlingua, + title = "LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models", + author = "Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang and Lili Qiu", +} +``` + +## 🎯 Quick Start + +Install LLMLingua, + +```bash +pip install -e . +``` + +Then, you can use LLMLingua to compress your prompt, + +```python +from llmlingua import PromptCompressor + +llmlingua = PromptCompressor() +compressed_prompt = llmlingua.compress_prompt(prompt, instruction="", question="", target_token=200) + +# > {'compressed_prompt': 'Question: Sam bought a dozen boxes, each with 30 highlighter pens inside, for $10 each box. He reanged five of boxes into packages of sixlters each and sold them $3 per. He sold the rest theters separately at the of three pens $2. How much did make in total, dollars?\nLets think step step\nSam bought 1 boxes x00 oflters.\nHe bought 12 * 300ters in total\nSam then took 5 boxes 6ters0ters.\nHe sold these boxes for 5 *5\nAfterelling these boxes there were 3030 highlighters remaining.\nThese form 330 / 3 = 110 groups of three pens.\nHe sold each of these groups for $2 each, so made 110 * 2 = $220 from them.\nIn total, then, he earned $220 + $15 = $235.\nSince his original cost was $120, he earned $235 - $120 = $115 in profit.\nThe answer is 115', +# 'origin_tokens': 2365, +# 'compressed_tokens': 211, +# 'ratio': '11.2x', +# 'saving': ', Saving $0.1 in GPT-4.'} +``` -- Improving this README.MD file to provide a great experience -- Updating SUPPORT.MD with content about this project's support experience -- Understanding the security reporting process in SECURITY.MD -- Remove this section from the README ## Contributing diff --git a/images/LLMLingua_demo.png b/images/LLMLingua_demo.png new file mode 100644 index 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zHqu%=J9k>ZGh{Z$0f}GhSjYN{Kc}I(rP)ZdaR?R>vK6QXI}er?HB;aRI$!|?3M~KT zQm&6Bcn 1 and use_demonstrate_level_filter: + demonstrations = self.control_demonstrations_budget( + demonstrations, + demonstrations_tokens_length, + target_token, + length_ratio, + force_demonstrations_ids, + ) + if use_sentence_level_filter: + demonstrations = self.control_sentence_budget( + demonstrations, + target_token, + keep_first_sentence=keep_first_sentence, + keep_last_sentence=keep_last_sentence, + keep_sentence_number=keep_sentence_number, + high_priority_bonus=high_priority_bonus, + token_budget_ratio=token_budget_ratio, + ) + if condition_in_question: + demonstrations = [question] + demonstrations + start = self.get_token_length(question) + 2 + else: + start = 0 + demonstrations = self.iterative_compress_prompt( + demonstrations, + target_token, + iterative_size=iterative_size, + keep_split=keep_split, + start=start, + ) + + context = self.tokenizer.batch_decode(demonstrations[0])[0].replace(" ", "") + if instruction: + context = instruction + "\n\n" + context + if question: + context = context + "\n\n" + question + + compressed_tokens = len(encoding.encode(context)) + saving = (origin_tokens - compressed_tokens) * 0.06 / 1000 + return { + "compressed_prompt": context, + "origin_tokens": origin_tokens, + "compressed_tokens": compressed_tokens, + "ratio": f"{origin_tokens/compressed_tokens:.1f}x", + "saving": f", Saving ${saving:.1f} in GPT-4.", + } + + def get_token_length(self, text: str): + return len(self.tokenizer(text).input_ids) + + def control_demonstrations_budget( + self, + demonstrations: List[str], + demonstrations_tokens_length: List[int], + target_token: float, + length_ratio: float = 0.0, + force_demonstrations_ids: List[int] = None, + ): + if force_demonstrations_ids is not None: + return [demonstrations[ii] for ii in force_demonstrations_ids] + demonstrations_ppl = [ + self.get_ppl(d) - dl * 2 / 250 * length_ratio + for d, dl in zip(demonstrations, demonstrations_tokens_length) + ] + if target_token < 0: + target_token = 100 + target_token += 100 + res = [] + for idx, ppl in sorted(enumerate(demonstrations_ppl), key=lambda x: -x[1]): + target_token -= demonstrations_tokens_length[idx] + res.append(demonstrations[idx]) + if target_token < 0: + break + return res + + def control_sentence_budget( + self, + demonstrations: List[str], + target_token: float, + keep_first_sentence: int = 0, + keep_last_sentence: int = 0, + keep_sentence_number: int = 0, + high_priority_bonus: int = 100, + token_budget_ratio: float = 1.4, + ): + def keep_sentence(dem_idx: int, sent_keep: int): + idxs = sorted(dem_g[dem_idx], key=lambda x: sentence_ppl[x])[:sent_keep] + for idx in idxs: + sentence_ppl[idx] += high_priority_bonus + + sentences = [ + nltk.sent_tokenize(demonstration) for demonstration in demonstrations + ] + dem_g, s2de, idx = defaultdict(set), defaultdict(int), 0 + for idx_d, s in enumerate(sentences): + for _ in s: + dem_g[idx_d].add(idx) + s2de[idx] = idx_d + idx += 1 + + demonstrations_sentences = [s for ii in sentences for s in ii] + sentence_tokens_length = [ + self.get_token_length(sentence) for sentence in demonstrations_sentences + ] + if len(sentence_tokens_length) == 1: + return demonstrations + sentence_ppl = [ + self.get_ppl(sentence).cpu().numpy().item() + for sentence in demonstrations_sentences + ] + if keep_first_sentence: + sentence_ppl[:keep_first_sentence] = [ + ii + high_priority_bonus for ii in sentence_ppl[:keep_first_sentence] + ] + if keep_last_sentence: + sentence_ppl[-keep_last_sentence:] = [ + ii + high_priority_bonus for ii in sentence_ppl[-keep_last_sentence:] + ] + if keep_sentence_number: + for dem_idx in range(len(sentences)): + keep_sentence(dem_idx, keep_sentence_number) + + N = len(demonstrations_sentences) + sentence_flags = [False] * N + if target_token < 0: + target_token = 100 + target_token *= token_budget_ratio + res = [] + for idx, ppl in sorted(enumerate(sentence_ppl), key=lambda x: -x[1]): + target_token -= sentence_tokens_length[idx] + sentence_flags[idx] = True + if target_token < 0: + break + idx = 0 + res = [] + for s in sentences: + tmp = [jj for ii, jj in enumerate(s) if sentence_flags[idx + ii]] + res.append("\n".join(tmp)) + idx += len(s) + return res + + def get_compressed_input( + self, + loss, + input_ids, + attention_mask, + end=200, + iterative_size=200, + threshold=0.5, + keep_flag=None, + split_token_id: int = 13, + ): + need_idx = torch.concat([loss > threshold, loss[:1] > 0]) + need_idx[end:] = 1 + need_idx[: end - iterative_size] = 1 + last = -1 + if keep_flag is not None: + for ii in range(end - iterative_size, end): + if need_idx[ii] != 1: + continue + now = input_ids[0][ii].detach().cpu().item() + if ( + now == split_token_id + and last == split_token_id + and keep_flag[ii].detach().cpu().item() == 0 + ): + need_idx[ii] = 0 + else: + last = now + compressed_input_ids = input_ids[attention_mask == 1][need_idx].unsqueeze(0) + compressed_attention_mask = attention_mask[attention_mask == 1][ + need_idx + ].unsqueeze(0) + if keep_flag is not None: + keep_flag = keep_flag[need_idx] + end -= (need_idx[:end] == 0).sum() + return compressed_input_ids, compressed_attention_mask, keep_flag, end + + def get_estimate_threshold_base_distribution(self, ppl, target_token: int): + target_token = max(0, min(len(ppl) - 1, int(target_token))) + return ppl.sort(descending=True).values[target_token].detach().cpu().item() + + def iterative_compress_prompt( + self, + demonstrations: List[str], + target_token: float, + iterative_size: int = 200, + keep_split: bool = False, + split_token_id: int = 13, + start: int = 0, + ): + demonstrations = "\n\n".join(demonstrations) + tokenized_text = self.tokenizer(demonstrations, return_tensors="pt") + input_ids = tokenized_text["input_ids"].cuda() + attention_mask = tokenized_text["attention_mask"].cuda() + + N = (attention_mask == 1).sum() + end = iterative_size + start + compressed_input_ids, compressed_attention_mask = input_ids, attention_mask + threshold, keep_flag = None, None + if keep_split: + input_ids_numpy = input_ids.cpu().detach().numpy()[0] + N = len(input_ids_numpy) + keep_flag = [ + int( + ( + ii > 0 + and input_ids_numpy[ii] == split_token_id + and input_ids_numpy[ii - 1] == split_token_id + ) + or ( + ii < N - 1 + and input_ids_numpy[ii] == split_token_id + and input_ids_numpy[ii + 1] == split_token_id + ) + ) + for ii in range(N) + ] + keep_flag = torch.tensor(keep_flag).cuda() + while end < compressed_input_ids.shape[1]: + loss = self.get_ppl( + "", "token", compressed_input_ids, compressed_attention_mask + ) + # if threshold is None: + threshold = self.get_estimate_threshold_base_distribution( + loss, target_token + ) + if keep_split: + loss[keep_flag[:-1] == 1] = 100 + + ( + compressed_input_ids, + compressed_attention_mask, + keep_flag, + end, + ) = self.get_compressed_input( + loss, + compressed_input_ids, + compressed_attention_mask, + end, + iterative_size=iterative_size, + threshold=threshold, + keep_flag=keep_flag, + split_token_id=split_token_id, + ) + end += iterative_size + return compressed_input_ids[:, start:], compressed_attention_mask[:, start:] diff --git a/llmlingua/version.py b/llmlingua/version.py new file mode 100644 index 0000000..45838d6 --- /dev/null +++ b/llmlingua/version.py @@ -0,0 +1,11 @@ +_MAJOR = "0" +_MINOR = "0" +# On master and in a nightly release the patch should be one ahead of the last +# released build. +_PATCH = "1" +# This is mainly for nightly builds which have the suffix ".dev$DATE". See +# https://semver.org/#is-v123-a-semantic-version for the semantics. +_SUFFIX = "dev0" + +VERSION_SHORT = "{0}.{1}".format(_MAJOR, _MINOR) +VERSION = "{0}.{1}.{2}.{3}".format(_MAJOR, _MINOR, _PATCH, _SUFFIX) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..e69de29 diff --git a/setup.cfg b/setup.cfg new file mode 100644 index 0000000..21266a7 --- /dev/null +++ b/setup.cfg @@ -0,0 +1,28 @@ +[isort] +default_section = FIRSTPARTY +ensure_newline_before_comments = True +force_grid_wrap = 0 +include_trailing_comma = True +known_first_party = sdtools +known_third_party = + imblearn + numpy + pandas + pytorch-tabnet + scipy + sklearn + torch + torchaudio + torchvision + torch_xla + tqdm + xgboost + +line_length = 119 +lines_after_imports = 2 +multi_line_output = 3 +use_parentheses = True + +[flake8] +ignore = E203, E501, E741, W503, W605 +max-line-length = 119 \ No newline at end of file diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..1ffe807 --- /dev/null +++ b/setup.py @@ -0,0 +1,57 @@ +from setuptools import find_packages, setup + +# PEP0440 compatible formatted version, see: +# https://www.python.org/dev/peps/pep-0440/ +# +# release markers: +# X.Y +# X.Y.Z # For bugfix releases +# +# pre-release markers: +# X.YaN # Alpha release +# X.YbN # Beta release +# X.YrcN # Release Candidate +# X.Y # Final release + +# version.py defines the VERSION and VERSION_SHORT variables. +# We use exec here so we don't import allennlp whilst setting up. +VERSION = {} # type: ignore +with open("llmlingua/version.py", "r") as version_file: + exec(version_file.read(), VERSION) + +INSTALL_REQUIRES = [ + "transformers>=4.26.0", + "torch", + "tiktoken", + "nltk", +] +QUANLITY_REQUIRES = [ + "black==21.4b0", + "flake8>=3.8.3", + "isort>=5.5.4", +] +DEV_REQUIRES = INSTALL_REQUIRES + QUANLITY_REQUIRES + +setup( + name="llmlingua", + version=VERSION["VERSION"], + description="An open-source prompt compression library for black-box LLMs like ChatGPT.", + long_description=open("README.md").read(), + long_description_content_type="text/markdown", + classifiers=[ + "Intended Audience :: Science/Research", + "Development Status :: 3 - Alpha", + "Programming Language :: Python :: 3", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + ], + package_dir={"": "./"}, + packages=find_packages("./"), + extras_require={ + "dev": DEV_REQUIRES, + "quality": QUANLITY_REQUIRES, + }, + install_requires=INSTALL_REQUIRES, + include_package_data=True, + python_requires=">=3.7.0", + zip_safe=False, +) From b917a055762b3adef228a0a74c00ac25bcd910c1 Mon Sep 17 00:00:00 2001 From: Huiqiang Jiang Date: Sun, 8 Oct 2023 11:56:35 +0000 Subject: [PATCH 2/4] Feature(LLMLingua): add LongLLMLingua & documents --- .gitignore | 1 + DOCUMENT.md | 121 +++++ README.md | 38 +- SUPPORT.md | 14 +- Transparency_FAQ.md | 41 ++ llmlingua/prompt_compressor.py | 827 +++++++++++++++++++++++++++------ llmlingua/version.py | 8 +- requirements.txt | 0 setup.py | 1 + 9 files changed, 888 insertions(+), 163 deletions(-) create mode 100644 DOCUMENT.md create mode 100644 Transparency_FAQ.md delete mode 100644 requirements.txt diff --git a/.gitignore b/.gitignore index 8a30d25..5c9532b 100644 --- a/.gitignore +++ b/.gitignore @@ -396,3 +396,4 @@ FodyWeavers.xsd # JetBrains Rider *.sln.iml +*.egg-info \ No newline at end of file diff --git a/DOCUMENT.md b/DOCUMENT.md new file mode 100644 index 0000000..7f947bf --- /dev/null +++ b/DOCUMENT.md @@ -0,0 +1,121 @@ +# LLMLingua Documentation + +## Principles + +- The most important thing is **the sensitivity to compression varies among different components in a prompt**, such as instructions and questions being more sensitive, while context or documents are less sensitive. Therefore, it is advisable to separate the components within the prompt and input them into demonstrations, instructions, and questions. +- **Divide demonstrations and context into independent granularities**, such as documents in multi-document QA and examples in few-shot learning. This approach will be beneficial for the budget controller and document reordering. +- **Preserving essential characters in the scenario as required by the rule**, we will provide support soon. +- Try experimenting with different target compression ratios or other hyperparameters to optimize the performance. + +## Initialization + +```python +from llmlingua import PromptCompressor + +llm_lingua = PromptCompressor( + model_name: str = "NousResearch/Llama-2-7b-hf", + device_map: str = "cuda", + use_auth_token: bool = False, + open_api_config: dict = {}, +) +``` +### Parameters + +- model_name(str), the name of small language model from huggingface. Default set to "NousResearch/Llama-2-7b-hf"; +- device_map(str), the device environment for using small models, like 'cuda', 'cpu', 'balanced', 'balanced_low_0', 'auto'. Default set to "cuda"; +- use_auth_token(bool, optional), controls the usage of huggingface auto_token. Default set to False; +- open_api_config(dict, optional), the config of openai which use in OpenAI Embedding in coarse-level prompt compression. Default set to {}; + +## Function Call + +```python +compressed_prompt = llm_lingua.compress_prompt( + context: List[str], + instruction: str = "", + question: str = "", + ratio: float = 0.5, + target_token: float = -1, + iterative_size: int = 200, + force_context_ids: List[int] = None, + force_context_number: int = None, + use_sentence_level_filter: bool = False, + use_context_level_filter: bool = True, + use_token_level_filter: bool = True, + keep_split: bool = False, + keep_first_sentence: int = 0, + keep_last_sentence: int = 0, + keep_sentence_number: int = 0, + high_priority_bonus: int = 100, + context_budget: str = "+100", + token_budget_ratio: float = 1.4, + condition_in_question: str = "none", + reorder_context: str = "original", + dynamic_context_compression_ratio: float = 0.0, + condition_compare: bool = False, + add_instruction: bool = False, + rank_method: str = "longllmlingua", + concate_question: bool = True, +) + +# > {'compressed_prompt': 'Question: Sam bought a dozen boxes, each with 30 highlighter pens inside, for $10 each box. He reanged five of boxes into packages of sixlters each and sold them $3 per. He sold the rest theters separately at the of three pens $2. How much did make in total, dollars?\nLets think step step\nSam bought 1 boxes x00 oflters.\nHe bought 12 * 300ters in total\nSam then took 5 boxes 6ters0ters.\nHe sold these boxes for 5 *5\nAfterelling these boxes there were 3030 highlighters remaining.\nThese form 330 / 3 = 110 groups of three pens.\nHe sold each of these groups for $2 each, so made 110 * 2 = $220 from them.\nIn total, then, he earned $220 + $15 = $235.\nSince his original cost was $120, he earned $235 - $120 = $115 in profit.\nThe answer is 115', +# 'origin_tokens': 2365, +# 'compressed_tokens': 211, +# 'ratio': '11.2x', +# 'saving': ', Saving $0.1 in GPT-4.'} +``` + +### Parameters + +- **context**(str or List[str]), the context, documents or demonstrations in the prompt, low sensitivity to compression; +- instruction(str), general instruction in the prompt before the context, high sensitivity to compression; +- **question**(str), general question in the prompt after the context, high sensitivity to compression; +- **ratio**(float, optional), target compression ratio, the larger the value, the fewer tokens will be retained, mutually exclusive with **target_token**, default set to 0.5; +- **target_token**(float), target compression token number, mutually exclusive with **ratio**, default set to -1; +- **iterative_size**(int), the segment size in Iterative Token-level Prompt Compression, default set to 200; +- **force_context_ids**(List[int], optional), the index list forcefully retains of **context**, default set to None, +- **force_context_number**(int, optional), the context number forcefully retains in Coarse-level Prompt Compression, default set to None, +- **use_sentence_level_filter**(bool, optional), controls the usage of the sentence-level prompt compression, default set to False; +- **use_context_level_filter**(bool, optional), controls the usage of the coarse-level prompt compression, default set to True; +- **use_token_level_filter**(bool, optional), controls the usage of the token-level prompt compression, default set to True; +- **keep_split**(bool, optional), control whether to retain all the newline separators "\n\n" in the prompt, default set to False; +- **keep_first_sentence**(bool, optional), control whether to retain the first k sentence in each context, default set to False; +- **keep_last_sentence**(bool, optional), control whether to retain the last k sentence in each context, default set to False; +- **keep_sentence_number**(int, optional), control the retain sentence number in each context, default set to 0; +- **high_priority_bonus**(int, optional), control the ppl bonus of the ratin sentence, only use when **keep_first_sentence** or **keep_last_sentence** is True, default set to 100; +- **context_budget**(str, optional), the budget in Coarse-level Prompt Compression, supported operators, like "*1.5" or "+100", default set to "+100"; +- **token_budget_ratio**(float, optional), the budget ratio in sentence-level Prompt Compression, default set to 1.4; +- **condition_in_question**(str, optional), control whether use the question-aware coarse-level prompt compression, support "none", "after", "before". In the LongLLMLingua, it is necessary to set to "after" or "before", default set to "none"; +- **reorder_context**(str, optional), control whether use the document reordering before compression in LongLLMLingua, support "original", "sort", "two_stage", default set to "original"; +- **dynamic_context_compression_ratio**(float, optional), control the ratio of dynamic context compression in LongLLMLingua, default set to 0.0; +- **condition_compare**(bool, optional), control whether use the Iterative Token-level Question-aware Fine-Grained Compression in LongLLMLingua, default set to False, +- **add_instruction**(bool, optional), control whether add the instuct before prompt in Iterative Token-level Question-aware Fine-Grained Compression, default set to False; +- **rank_method**(bool, optional), control the rank method use in Coarse-level Prompt Compression, support "llmlingua", "longllmlingua", "bm25", "gzip", "sentbert", "openai", default set to "llmlingua"; +- **concate_question**(bool, optional), control whether include the question in the compressed prompt, default set to True; + +### Response + +- **compressed_prompt**(str), the compressed prompt; +- **origin_tokens**(int), the token number of original prompt; +- **compressed_tokens**(int), the token number of compressed prompt; +- **ratio**(str), the actual compression ratio; +- **saving**(str), the saving cost in GPT-4. + +## Post-precessing + +```python +compressed_prompt = llm_lingua.recover( + original_prompt: str, + compressed_prompt: str, + response: str, +) +``` + +### Parameters + +- **original_prompt**(str), the original prompt; +- **compressed_prompt**(str), the compressed prompt; +- **response**(str), the response of the compressed prompt from black-box LLMs; + +### Response + +- **recovered_response**(str), the recovered response; \ No newline at end of file diff --git a/README.md b/README.md index bc1d62d..5e8f24f 100644 --- a/README.md +++ b/README.md @@ -2,16 +2,21 @@ LLMLingua

-# LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models +# LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models [[paper]()] & LongLLMLingua [[paper]()] -This repo contains the code for LLMLingua, a project that compresses prompts and speeds up inference for LLMs with minimal loss of performance. +https://github.com/microsoft/LLMLingua/assets/30883354/ef52995c-ef3c-4eac-a9fd-1acb491c325b -[LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models]() (). -_Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang and Lili Qiu_ +## Tl;DR + +LLMLingua, that uses a well-trained small language model after alignment, such as GPT2-small or LLaMA-7B, to detect the unimportant tokens in the prompt and enable inference with the compressed prompt in black-box LLMs, achieving up to 20x compression with minimal performance loss. +[LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models]() (EMNLP 2023). +_Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang and Lili Qiu_ -PS: We also release a hackathon demo to show our idea. Please check [here](https://hackbox.microsoft.com/hackathons/hackathon2023/project/26540). +LongLLMLingua is a method that enhances LLMs' ability to perceive key information in long-context scenarios using prompt compression, achieveing up to $28.5 in cost savings per 1,000 samples while also improving performance. +[LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression]() (Under Review). +_Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang and Lili Qiu_ ## πŸŽ₯ Overview @@ -25,12 +30,12 @@ Large language models, such as ChatGPT and GPT-4, impress us with their amazing ![image](./images/LLMLingua_framework.png) -Now you can use **LLMLingua**!​ +Now you can use **LLMLingua** & **LongLLMLingua**!​ A simple and efficient method to compress prompt up to **20x**.​ - πŸ’° **Saving cost**, not only prompt, but also the generation length;​ -- πŸ“ **Support longer contexts**;​ +- πŸ“ **Support longer contexts** while delivering enhanced performance;​ - βš–οΈ **Robustness**, no need any training for the LLMs;​ - πŸ•΅οΈ **Keeping** the original prompt knowledge like ICL, reasoning, etc.​ - πŸ“œ **KV-Cache compression**, speedup inference;​ @@ -43,6 +48,16 @@ If you find this repo helpful, please cite the following paper: @inproceedings{jiang-etal-2023-llmlingua, title = "LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models", author = "Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang and Lili Qiu", + booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing", + month = dec, + year = "2023", + publisher = "Association for Computational Linguistics", +} +``` +```bibtex +@inproceedings{jiang-etal-2023-longllmlingua, + title = "LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression", + author = "Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang and Lili Qiu", } ``` @@ -59,8 +74,8 @@ Then, you can use LLMLingua to compress your prompt, ```python from llmlingua import PromptCompressor -llmlingua = PromptCompressor() -compressed_prompt = llmlingua.compress_prompt(prompt, instruction="", question="", target_token=200) +llm_lingua = PromptCompressor() +compressed_prompt = llm_lingua.compress_prompt(prompt, instruction="", question="", target_token=200) # > {'compressed_prompt': 'Question: Sam bought a dozen boxes, each with 30 highlighter pens inside, for $10 each box. He reanged five of boxes into packages of sixlters each and sold them $3 per. He sold the rest theters separately at the of three pens $2. How much did make in total, dollars?\nLets think step step\nSam bought 1 boxes x00 oflters.\nHe bought 12 * 300ters in total\nSam then took 5 boxes 6ters0ters.\nHe sold these boxes for 5 *5\nAfterelling these boxes there were 3030 highlighters remaining.\nThese form 330 / 3 = 110 groups of three pens.\nHe sold each of these groups for $2 each, so made 110 * 2 = $220 from them.\nIn total, then, he earned $220 + $15 = $235.\nSince his original cost was $120, he earned $235 - $120 = $115 in profit.\nThe answer is 115', # 'origin_tokens': 2365, @@ -69,6 +84,11 @@ compressed_prompt = llmlingua.compress_prompt(prompt, instruction="", question=" # 'saving': ', Saving $0.1 in GPT-4.'} ``` +You can refer to this [document](./DOCUMENT.md) for more recommendations on how to use LLMLingua effectively. + +## Frequently Asked Questions + +show in [Transparency_FAQ.md](./Transparency_FAQ.md) ## Contributing diff --git a/SUPPORT.md b/SUPPORT.md index 291d4d4..5a28ce6 100644 --- a/SUPPORT.md +++ b/SUPPORT.md @@ -1,13 +1,3 @@ -# TODO: The maintainer of this repo has not yet edited this file - -**REPO OWNER**: Do you want Customer Service & Support (CSS) support for this product/project? - -- **No CSS support:** Fill out this template with information about how to file issues and get help. -- **Yes CSS support:** Fill out an intake form at [aka.ms/onboardsupport](https://aka.ms/onboardsupport). CSS will work with/help you to determine next steps. -- **Not sure?** Fill out an intake as though the answer were "Yes". CSS will help you decide. - -*Then remove this first heading from this SUPPORT.MD file before publishing your repo.* - # Support ## How to file issues and get help @@ -16,9 +6,7 @@ This project uses GitHub Issues to track bugs and feature requests. Please searc issues before filing new issues to avoid duplicates. For new issues, file your bug or feature request as a new Issue. -For help and questions about using this project, please **REPO MAINTAINER: INSERT INSTRUCTIONS HERE -FOR HOW TO ENGAGE REPO OWNERS OR COMMUNITY FOR HELP. COULD BE A STACK OVERFLOW TAG OR OTHER -CHANNEL. WHERE WILL YOU HELP PEOPLE?**. +For help and questions about using this project, please refer the [document](./DOCUMENT.md). ## Microsoft Support Policy diff --git a/Transparency_FAQ.md b/Transparency_FAQ.md new file mode 100644 index 0000000..9712c9d --- /dev/null +++ b/Transparency_FAQ.md @@ -0,0 +1,41 @@ +# LLMLingua's Responsible AI FAQ + +## What is LLMLingua? + +- LLMLingua is a simple and efficient method to compress prompt up to 20x and keeping the original prompt knowledge like ICL, reasoning, etc. +- LLMLingua takes user-defined prompts and compression goals as input, and outputs a compressed prompt, which may often result in a form of expression that is difficult for humans to understand. + +## What can LLMLingua do? + +- LLMLingua can simultaneously reduce the length of prompts and the output of LLMs (20%-30%), thus saving API calls; +- Compressed prompts from LLMLingua can be directly used with black-box LLMs, such as ChatGPT, GPT-4, and Claude; +- By compressing prompts, LLMLingua allows for more information to be included within the original token length, thereby improving model performance; +- LLMLingua relies on a small language model, like GPT-2 or LLaMA-7b, for perplexity calculations, which is a relatively low-cost approach; +- Compressed prompts generated by LLMLingua can be understood by LLMs, preserving their original capabilities in downstream tasks and keeping the original prompt knowledge like ICL, reasoning, etc. LLMs can also recover the essential information from the compressed prompts; +- LLMLingua is a robustness method, no need any training for the LLMs; +- Additionally, LLMLingua can be used to compress KV-Cache, which speeds up inference. + +## What is/are LLMLingua’s intended use(s)? + +- Users who call black-box LLM APIs similar to GPT-4, those who utilize ChatGPT to handle longer content, as well as model deployers and cloud service providers, can benefit from these techniques. + +## How was LLMLingua evaluated? What metrics are used to measure performance? + +- In our experiments, we conducted a detailed evaluation of the performance of compressed prompts across various tasks, particularly in those involving LLM-specific capabilities, such as In-Context Learning, reasoning tasks, summarization, and conversation tasks. We assessed our approach using compression ratio and performance loss as evaluation metrics. + +## What are the limitations of LLMLingua? How can users minimize the impact of LLMLingua’s limitations when using the system? + +- The potential harmful, false or biased responses using the compressed prompts would likely be unchanged. Thus using LLMLingua has no inherent benefits or risks when it comes to those types of responsible AI issues. +- LLMLingua may struggle to perform well at particularly high compression ratios, especially when the original prompts are already quite short. + +## What operational factors and settings allow for effective and responsible use of LLMLingua? + +- Users can set parameters such as the boundaries between different components (instruction, context, question) in the prompt, compression goals, and the small model used for compression calculations. Afterward, they can input the compressed prompt into black-box LLMs for use. + +## What is instruction, context, and question? + +In our approach, we divide the prompts into three distinct modules: instruction, context, and question. Each prompt necessarily contains a question, but the presence of context and instruction is not always guaranteed. + +- Question: This refers to the directives given by the user to the LLMs, such as inquiries, questions, or requests. Positioned after the instruction and context modules, the question module has a high sensitivity to compression. +- Context: This module provides the supplementary context needed to address the question, such as documents, demonstrations, web search results, or API call results. Located between the instruction and question modules, its sensitivity to compression is relatively low. +- Instruction: This module consists of directives given by the user to the LLMs, such as task descriptions. Placed before the instruction and context modules, the instruction module exhibits a high sensitivity to compression. diff --git a/llmlingua/prompt_compressor.py b/llmlingua/prompt_compressor.py index 49e57d4..37a544d 100644 --- a/llmlingua/prompt_compressor.py +++ b/llmlingua/prompt_compressor.py @@ -1,9 +1,11 @@ +import bisect from collections import defaultdict from typing import List -import nltk +import numpy as np import torch +import nltk import tiktoken from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer @@ -13,24 +15,37 @@ class PromptCompressor: def __init__( - self, model_name: str = "NousResearch/Llama-2-7b-hf", device_map: str = "cuda" + self, + model_name: str = "NousResearch/Llama-2-7b-hf", + device_map: str = "cuda", + use_auth_token: bool = False, + open_api_config: dict = {}, ): - self.load_model(model_name, device_map) + self.load_model(model_name, device_map, use_auth_token) + self.sbert = None + self.open_api_config = open_api_config - def load_model(self, model_name: str, device_map: str = "cuda"): + def load_model( + self, model_name: str, device_map: str = "cuda", use_auth_token: bool = False + ): config = AutoConfig.from_pretrained(model_name) tokenizer = AutoTokenizer.from_pretrained(model_name) tokenizer.padding_side = "left" tokenizer.pad_token_id = ( config.pad_token_id if config.pad_token_id else tokenizer.eos_token_id ) - if device_map == "cuda": + self.device = ( + device_map if any(key in device_map for key in ["cuda", "cpu"]) else "cuda" + ) + if "cuda" in device_map or "cpu" in device_map: model = AutoModelForCausalLM.from_pretrained( model_name, torch_dtype="auto", config=config, ignore_mismatched_sizes=True, - ).cuda() + ).to(device_map) + if device_map == "cpu": + model = model.type(torch.float32) else: model = AutoModelForCausalLM.from_pretrained( model_name, @@ -40,10 +55,11 @@ def load_model(self, model_name: str, device_map: str = "cuda"): offload_folder="/tmp/offload", offload_state_dict=True, cache_dir="/tmp/cache", - use_auth_token=True, + use_auth_token=use_auth_token, ) self.tokenizer = tokenizer self.model = model + self.context_idxs = [] def get_ppl( self, @@ -51,63 +67,93 @@ def get_ppl( granularity: str = "sentence", input_ids=None, attention_mask=None, + past_key_values=None, + return_kv=False, + end=None, + condition_mode: str = "none", + condition_pos_id: int = 0, ): if input_ids is None: tokenized_text = self.tokenizer(text, return_tensors="pt") - input_ids = tokenized_text["input_ids"].cuda() - attention_mask = tokenized_text["attention_mask"].cuda() + input_ids = tokenized_text["input_ids"].to(self.device) + attention_mask = tokenized_text["attention_mask"].to(self.device) + if past_key_values is not None: + past_length = past_key_values[0][0].shape[2] + else: + past_length = 0 + if end is None: + end = input_ids.shape[1] + end = min(end, past_length + 4096) with torch.no_grad(): - response = self.model(input_ids, attention_mask=attention_mask) + response = self.model( + input_ids[:, past_length:end], + attention_mask=attention_mask[:, :end], + past_key_values=past_key_values, + use_cache=True, + ) + past_key_values = response.past_key_values loss_fct = torch.nn.CrossEntropyLoss(reduction="none") - shift_logits = response.logits[ - ..., :-1, : - ].contiguous() # batch_size x seq_len x vocab_size - shift_labels = input_ids[..., 1:].contiguous() # batch_size x seq_len + shift_logits = response.logits[..., :-1, :].contiguous() + shift_labels = input_ids[..., past_length + 1 : end].contiguous() # Flatten the tokens - active = (attention_mask == 1)[..., :-1].view(-1) + active = (attention_mask[:, past_length:end] == 1)[..., :-1].view(-1) active_logits = shift_logits.view(-1, shift_logits.size(-1))[active] active_labels = shift_labels.view(-1)[active] loss_fct = torch.nn.CrossEntropyLoss(reduction="none") loss = loss_fct(active_logits, active_labels) - if granularity == "token": - return loss - elif granularity == "sentence": - return loss.mean() + if condition_mode == "before": + loss = loss[:condition_pos_id] + elif condition_mode == "after": + loss = loss[condition_pos_id:] + res = loss.mean() if granularity == "sentence" else loss + return (res, past_key_values) if return_kv else res def __call__(self, *args, **kwargs): return self.compress_prompt(*args, **kwargs) def compress_prompt( self, - demonstrations: List[str], + context: List[str], instruction: str = "", question: str = "", ratio: float = 0.5, target_token: float = -1, iterative_size: int = 200, - length_ratio: float = 0.0, - force_demonstrations_ids: List[int] = None, + force_context_ids: List[int] = None, + force_context_number: int = None, use_sentence_level_filter: bool = False, - use_demonstrate_level_filter: bool = True, + use_context_level_filter: bool = True, + use_token_level_filter: bool = True, keep_split: bool = False, keep_first_sentence: int = 0, keep_last_sentence: int = 0, keep_sentence_number: int = 0, high_priority_bonus: int = 100, + context_budget: str = "+100", token_budget_ratio: float = 1.4, - condition_in_question: bool = False, + condition_in_question: str = "none", + reorder_context: str = "original", + dynamic_context_compression_ratio: float = 0.0, + condition_compare: bool = False, + add_instruction: bool = False, + rank_method: str = "llmlingua", + concate_question: bool = True, ): - if isinstance(demonstrations, str): - demonstrations = [demonstrations] + if isinstance(context, str): + context = [context] + assert not ( + rank_method == "longllmlingua" and not question + ), "In the LongLLMLingua, it is necessary to set a question." + if rank_method == "longllmlingua": + if condition_in_question == "none": + condition_in_question = "after" + elif rank_method == "llmlingua": + condition_in_question = "none" origin_tokens = len( - encoding.encode( - "\n\n".join([instruction] + demonstrations + [question]).strip() - ) + encoding.encode("\n\n".join([instruction] + context + [question]).strip()) ) - demonstrations_tokens_length = [ - self.get_token_length(demonstration) for demonstration in demonstrations - ] + context_tokens_length = [self.get_token_length(c) for c in context] instruction_tokens_length, question_tokens_length = self.get_token_length( instruction ), self.get_token_length(question) @@ -116,105 +162,256 @@ def compress_prompt( ( instruction_tokens_length + question_tokens_length - + sum(demonstrations_tokens_length) + + sum(context_tokens_length) ) * (1 - ratio) - instruction_tokens_length - - question_tokens_length + - (question_tokens_length if concate_question else 0) ) - if len(demonstrations) > 1 and use_demonstrate_level_filter: - demonstrations = self.control_demonstrations_budget( - demonstrations, - demonstrations_tokens_length, + condition_flag = "_condition" in condition_in_question + condition_in_question = condition_in_question.replace("_condition", "") + + if len(context) > 1 and use_context_level_filter: + context, dynamic_ratio = self.control_context_budget( + context, + context_tokens_length, target_token, - length_ratio, - force_demonstrations_ids, + force_context_ids, + force_context_number, + question, + condition_in_question, + reorder_context=reorder_context, + dynamic_context_compression_ratio=dynamic_context_compression_ratio, + rank_method=rank_method, + context_budget=context_budget, ) + else: + dynamic_ratio = [0.0] * len(context) + if use_sentence_level_filter: - demonstrations = self.control_sentence_budget( - demonstrations, + context = self.control_sentence_budget( + context, target_token, keep_first_sentence=keep_first_sentence, keep_last_sentence=keep_last_sentence, keep_sentence_number=keep_sentence_number, high_priority_bonus=high_priority_bonus, token_budget_ratio=token_budget_ratio, + question=question, + condition_in_question=condition_in_question, + rank_method=rank_method, ) - if condition_in_question: - demonstrations = [question] + demonstrations - start = self.get_token_length(question) + 2 + + if condition_flag: + if add_instruction: + context = [question + "\n\n" + instruction] + context + start = self.get_token_length(question + "\n\n" + instruction) + 2 + else: + context = [question] + context + start = self.get_token_length(question) + 2 else: start = 0 - demonstrations = self.iterative_compress_prompt( - demonstrations, - target_token, - iterative_size=iterative_size, - keep_split=keep_split, - start=start, - ) - context = self.tokenizer.batch_decode(demonstrations[0])[0].replace(" ", "") + if use_token_level_filter: + context = self.iterative_compress_prompt( + context, + target_token, + iterative_size=iterative_size, + keep_split=keep_split, + start=start, + dynamic_ratio=dynamic_ratio, + condition_compare=condition_compare, + ) + compressed_prompt = ( + self.tokenizer.batch_decode(context[0])[0] + .replace(" ", "") + .replace("", "") + ) + else: + compressed_prompt = "\n\n".join(context) + if instruction: - context = instruction + "\n\n" + context - if question: - context = context + "\n\n" + question + compressed_prompt = instruction + "\n\n" + compressed_prompt + if question and concate_question: + compressed_prompt = compressed_prompt + "\n\n" + question - compressed_tokens = len(encoding.encode(context)) + compressed_tokens = len(encoding.encode(compressed_prompt)) saving = (origin_tokens - compressed_tokens) * 0.06 / 1000 return { - "compressed_prompt": context, + "compressed_prompt": compressed_prompt, "origin_tokens": origin_tokens, "compressed_tokens": compressed_tokens, "ratio": f"{origin_tokens/compressed_tokens:.1f}x", "saving": f", Saving ${saving:.1f} in GPT-4.", } - def get_token_length(self, text: str): - return len(self.tokenizer(text).input_ids) + def get_token_length(self, text: str, add_special_tokens: bool = True): + return len( + self.tokenizer(text, add_special_tokens=add_special_tokens).input_ids + ) - def control_demonstrations_budget( + def get_condition_ppl( self, - demonstrations: List[str], - demonstrations_tokens_length: List[int], + text: str, + question: str, + condition_in_question: str = "none", + granularity: str = "sentence", + ): + if condition_in_question == "none": + return self.get_ppl(text, granularity=granularity) + elif condition_in_question == "before": + return self.get_ppl( + question + text, + granularity=granularity, + condition_mode="after", + condition_pos_id=self.get_token_length(question) - 1, + ) + elif condition_in_question == "after": + return self.get_ppl( + text + question, + granularity=granularity, + condition_mode="after", + condition_pos_id=self.get_token_length(text) - 1, + ) + + def get_dynamic_compression_ratio( + self, + context: list, target_token: float, - length_ratio: float = 0.0, - force_demonstrations_ids: List[int] = None, + iterative_size: int, + dynamic_ratio: list, + start: int, ): - if force_demonstrations_ids is not None: - return [demonstrations[ii] for ii in force_demonstrations_ids] - demonstrations_ppl = [ - self.get_ppl(d) - dl * 2 / 250 * length_ratio - for d, dl in zip(demonstrations, demonstrations_tokens_length) - ] + def get_ratio(base: float, delta: float): + return max(min(1, base + delta), 0) + + context_length = [self.get_token_length(ii, False) + 2 for ii in context] + if start: + context_length = context_length[1:] + tau = target_token / (sum(context_length) + 1) + res, idx, last, last_target = [], 0, 1, [] + while idx < len(context_length): + if last + context_length[idx] >= iterative_size: + last_target.append( + (iterative_size - last, get_ratio(tau, dynamic_ratio[idx])) + ) + res.append(last_target) + last = last + context_length[idx] - iterative_size + if last > iterative_size: + k = last // iterative_size + res.extend( + [[(iterative_size, get_ratio(tau, dynamic_ratio[idx]))]] * k + ) + last -= k * iterative_size + + last_target = ( + [(last, get_ratio(tau, dynamic_ratio[idx]))] if last else [] + ) + else: + last += context_length[idx] + last_target.append( + (context_length[idx], get_ratio(tau, dynamic_ratio[idx])) + ) + idx += 1 + if last_target: + res.append(last_target) + return res + + def control_context_budget( + self, + context: List[str], + context_tokens_length: List[int], + target_token: float, + force_context_ids: List[int] = None, + force_context_number: int = None, + question: str = "", + condition_in_question: str = "none", + reorder_context: str = "original", + dynamic_context_compression_ratio: float = 0.0, + rank_method: str = "longllmlingua", + context_budget: str = "+100", + ): + if force_context_ids is not None: + return [context[ii] for ii in force_context_ids] + demostrations_sort = self.get_rank_results( + context, + question, + rank_method, + condition_in_question, + context_tokens_length, + ) + if target_token < 0: target_token = 100 - target_token += 100 + target_token = eval("target_token" + context_budget) res = [] - for idx, ppl in sorted(enumerate(demonstrations_ppl), key=lambda x: -x[1]): - target_token -= demonstrations_tokens_length[idx] - res.append(demonstrations[idx]) - if target_token < 0: + used = force_context_ids if force_context_ids is not None else [] + + self.context_idxs.append([x for idx, (x, _) in enumerate(demostrations_sort)]) + for idx, _ in demostrations_sort: + if idx >= len(context_tokens_length): + continue + target_token -= context_tokens_length[idx] + if idx not in used: + used.append(idx) + if target_token < 0 or ( + force_context_number is not None and len(res) >= force_context_number + ): break - return res + original_used = used + if reorder_context == "original": + used = sorted(used) + elif reorder_context == "two_stage": + l, r = [_ for idx, _ in enumerate(used) if idx % 2 == 0], [ + _ for idx, _ in enumerate(used) if idx % 2 == 1 + ] + used = l + r[::-1] + + if dynamic_context_compression_ratio > 0: + N = len(used) + if condition_in_question: + rank = [ + i + for i, _ in self.get_rank_results( + context, + question, + "longllmlingua", + "after", + context_tokens_length, + ) + ] + used = sorted(used, key=lambda x: rank.index(x)) + dynamic_ratio = [ + i * (abs(dynamic_context_compression_ratio) / (N - 1)) if N > 1 else 0 + for i in range(-(N - 1), N, 2) + ][::-1] + dynamic_ratio_map = {i: j for i, j in zip(original_used, dynamic_ratio)} + dynamic_ratio = [dynamic_ratio_map[i] for i in used] + else: + dynamic_ratio = [0.0] * len(used) + + res = [context[idx] for idx in used if idx < len(context)] + return res, dynamic_ratio def control_sentence_budget( self, - demonstrations: List[str], + context: List[str], target_token: float, keep_first_sentence: int = 0, keep_last_sentence: int = 0, keep_sentence_number: int = 0, high_priority_bonus: int = 100, token_budget_ratio: float = 1.4, + question: str = "", + condition_in_question: str = "none", + rank_method: str = "longllmlingua", ): def keep_sentence(dem_idx: int, sent_keep: int): idxs = sorted(dem_g[dem_idx], key=lambda x: sentence_ppl[x])[:sent_keep] for idx in idxs: sentence_ppl[idx] += high_priority_bonus - sentences = [ - nltk.sent_tokenize(demonstration) for demonstration in demonstrations - ] + sentences = [nltk.sent_tokenize(c) for c in context] dem_g, s2de, idx = defaultdict(set), defaultdict(int), 0 for idx_d, s in enumerate(sentences): for _ in s: @@ -222,35 +419,55 @@ def keep_sentence(dem_idx: int, sent_keep: int): s2de[idx] = idx_d idx += 1 - demonstrations_sentences = [s for ii in sentences for s in ii] + context_sentences = [s for ii in sentences for s in ii] sentence_tokens_length = [ - self.get_token_length(sentence) for sentence in demonstrations_sentences + self.get_token_length(sentence) for sentence in context_sentences ] + N = len(context_sentences) + flags = list(range(len(context_sentences))) if len(sentence_tokens_length) == 1: - return demonstrations - sentence_ppl = [ - self.get_ppl(sentence).cpu().numpy().item() - for sentence in demonstrations_sentences - ] - if keep_first_sentence: - sentence_ppl[:keep_first_sentence] = [ - ii + high_priority_bonus for ii in sentence_ppl[:keep_first_sentence] - ] - if keep_last_sentence: - sentence_ppl[-keep_last_sentence:] = [ - ii + high_priority_bonus for ii in sentence_ppl[-keep_last_sentence:] + return context + if rank_method == "longllmlingua": + sentence_ppl = [ + self.get_condition_ppl(sentence, question, condition_in_question) + .cpu() + .numpy() + .item() + for sentence in context_sentences ] - if keep_sentence_number: - for dem_idx in range(len(sentences)): - keep_sentence(dem_idx, keep_sentence_number) + if keep_first_sentence: + sentence_ppl[:keep_first_sentence] = [ + ii + high_priority_bonus + for ii in sentence_ppl[:keep_first_sentence] + ] + if keep_last_sentence: + sentence_ppl[-keep_last_sentence:] = [ + ii + high_priority_bonus + for ii in sentence_ppl[-keep_last_sentence:] + ] + if keep_sentence_number: + for dem_idx in range(len(sentences)): + keep_sentence(dem_idx, keep_sentence_number) + sort_direct = -1 if condition_in_question == "none" else 1 + sent_sort = sorted( + enumerate(sentence_ppl), key=lambda x: sort_direct * x[1] + ) + else: + sent_sort = self.get_rank_results( + context_sentences, + question, + rank_method, + condition_in_question, + [0] * len(context_sentences), + ) - N = len(demonstrations_sentences) sentence_flags = [False] * N if target_token < 0: target_token = 100 target_token *= token_budget_ratio res = [] - for idx, ppl in sorted(enumerate(sentence_ppl), key=lambda x: -x[1]): + for idx, _ in sent_sort: + idx = flags[idx] target_token -= sentence_tokens_length[idx] sentence_flags[idx] = True if target_token < 0: @@ -273,10 +490,51 @@ def get_compressed_input( threshold=0.5, keep_flag=None, split_token_id: int = 13, + start: int = 0, + self_loss=None, + self_input_ids=None, + self_attention_mask=None, ): - need_idx = torch.concat([loss > threshold, loss[:1] > 0]) + if self_loss is not None: + need_idx = torch.concat( + [ + loss[:start] > 0, + self_loss[: loss[start:].shape[0]] - loss[start:] > threshold, + loss[:1] > 0, + ] + ) + else: + need_idx = torch.concat([loss > threshold, loss[:1] > 0]) need_idx[end:] = 1 need_idx[: end - iterative_size] = 1 + loss = loss[need_idx[:-1]] + if self_loss is not None: + if need_idx.shape[0] < self_loss.shape[0] + start + 1: + need_idx = torch.cat( + [ + need_idx, + torch.ones( + self_loss.shape[0] - need_idx.shape[0] + start + 1, + dtype=torch.bool, + ).to(need_idx.device), + ] + ) + self_loss = self_loss[need_idx[start:-1]] + + if need_idx.shape[0] < input_ids.shape[1]: + need_idx = torch.cat( + [ + need_idx, + torch.ones( + input_ids.shape[1] - need_idx.shape[0], dtype=torch.bool + ).to(need_idx.device), + ] + ) + elif need_idx.shape[0] > input_ids.shape[1]: + need_idx = need_idx[: input_ids.shape[1]] + + if keep_flag is not None: + need_idx[keep_flag == 1] = 1 last = -1 if keep_flag is not None: for ii in range(end - iterative_size, end): @@ -295,32 +553,84 @@ def get_compressed_input( compressed_attention_mask = attention_mask[attention_mask == 1][ need_idx ].unsqueeze(0) + + if self_loss is not None: + self_compressed_input_ids = self_input_ids[self_attention_mask == 1][ + need_idx[start:] + ].unsqueeze(0) + self_compressed_attention_mask = self_attention_mask[ + self_attention_mask == 1 + ][need_idx[start:]].unsqueeze(0) + else: + self_compressed_input_ids, self_compressed_attention_mask = None, None if keep_flag is not None: - keep_flag = keep_flag[need_idx] + if len(keep_flag) > len(need_idx): + keep_flag = torch.cat( + [ + keep_flag[:start], + keep_flag[start : len(need_idx) + start][need_idx], + keep_flag[start + len(need_idx) :], + ] + ) + else: + keep_flag = keep_flag[need_idx] end -= (need_idx[:end] == 0).sum() - return compressed_input_ids, compressed_attention_mask, keep_flag, end + return ( + compressed_input_ids, + compressed_attention_mask, + keep_flag, + end, + loss, + self_loss, + self_compressed_input_ids, + self_compressed_attention_mask, + ) - def get_estimate_threshold_base_distribution(self, ppl, target_token: int): - target_token = max(0, min(len(ppl) - 1, int(target_token))) - return ppl.sort(descending=True).values[target_token].detach().cpu().item() + def get_estimate_threshold_base_distribution( + self, ppl, ratio: float, condition_flag: bool = False + ): + ppl = ppl[ppl != 10000] + target_token = max(0, min(len(ppl) - 1, int(len(ppl) * ratio) - 1)) + return ( + ppl.sort(descending=not condition_flag) + .values[target_token] + .detach() + .cpu() + .item() + ) def iterative_compress_prompt( self, - demonstrations: List[str], + context: List[str], target_token: float, iterative_size: int = 200, keep_split: bool = False, split_token_id: int = 13, start: int = 0, + dynamic_ratio: list = None, + condition_compare: bool = False, ): - demonstrations = "\n\n".join(demonstrations) - tokenized_text = self.tokenizer(demonstrations, return_tensors="pt") - input_ids = tokenized_text["input_ids"].cuda() - attention_mask = tokenized_text["attention_mask"].cuda() + iterative_ratios = self.get_dynamic_compression_ratio( + context, target_token, iterative_size, dynamic_ratio, start + ) + context = "\n\n".join(context) + tokenized_text = self.tokenizer(context, return_tensors="pt") + input_ids = tokenized_text["input_ids"].to(self.device) + attention_mask = tokenized_text["attention_mask"].to(self.device) N = (attention_mask == 1).sum() - end = iterative_size + start compressed_input_ids, compressed_attention_mask = input_ids, attention_mask + if condition_compare: + self_input_ids, self_attention_mask = ( + input_ids[:, start:], + attention_mask[:, start:], + ) + self_compressed_input_ids, self_compressed_attention_mask = ( + self_input_ids, + self_attention_mask, + ) + + end = min(iterative_size + start, compressed_input_ids.shape[1]) threshold, keep_flag = None, None if keep_split: input_ids_numpy = input_ids.cpu().detach().numpy()[0] @@ -340,32 +650,275 @@ def iterative_compress_prompt( ) for ii in range(N) ] - keep_flag = torch.tensor(keep_flag).cuda() - while end < compressed_input_ids.shape[1]: - loss = self.get_ppl( - "", "token", compressed_input_ids, compressed_attention_mask - ) - # if threshold is None: - threshold = self.get_estimate_threshold_base_distribution( - loss, target_token - ) - if keep_split: - loss[keep_flag[:-1] == 1] = 100 - - ( - compressed_input_ids, - compressed_attention_mask, - keep_flag, - end, - ) = self.get_compressed_input( - loss, + keep_flag = torch.tensor(keep_flag).to(self.device) + past_key_values, past_loss, ready_end = None, None, 0 + self_past_key_values, self_past_loss, self_ready_end = None, None, 0 + idx = 0 + while end <= compressed_input_ids.shape[1]: + loss, past_key_values = self.get_ppl( + "", + "token", compressed_input_ids, compressed_attention_mask, - end, - iterative_size=iterative_size, - threshold=threshold, - keep_flag=keep_flag, - split_token_id=split_token_id, + past_key_values=past_key_values, + return_kv=True, + end=end if idx else None, ) - end += iterative_size + if past_loss is not None: + if end - 1 > len(past_loss): + past_loss = torch.cat( + [past_loss, torch.zeros_like(loss)[: end - 1 - len(past_loss)]] + ) + past_loss[ready_end : end - 1] = loss + loss = past_loss + else: + past_loss = loss + if idx: + past_key_values = [ + [k[:, :, : end - iterative_size], v[:, :, : end - iterative_size]] + for k, v in past_key_values + ] + else: + past_key_values = None + + if condition_compare: + self_loss, self_past_key_values = self.get_ppl( + "", + "token", + self_compressed_input_ids, + self_compressed_attention_mask, + past_key_values=self_past_key_values, + return_kv=True, + end=end - start if idx else None, + ) + if self_past_loss is not None: + if end - start - 1 > len(self_past_loss): + self_past_loss = torch.cat( + [ + self_past_loss, + torch.zeros_like(self_loss)[ + : end - 1 - start - len(self_past_loss) + ], + ] + ) + self_past_loss[self_ready_end : end - start - 1] = self_loss + self_loss = self_past_loss + else: + self_past_loss = self_loss + if idx: + self_past_key_values = [ + [ + k[:, :, : end - iterative_size - start], + v[:, :, : end - iterative_size - start], + ] + for k, v in self_past_key_values + ] + else: + self_past_key_values = None + + self_ready_end = ( + end - start - iterative_size if not (start and idx == 0) else 0 + ) + ready_end = end - iterative_size if not (start and idx == 0) else 0 + + for delta_end, ratio in iterative_ratios[idx]: + loss = past_loss + if condition_compare: + self_loss = self_past_loss + threshold = self.get_estimate_threshold_base_distribution( + self_loss[: loss[start:].shape[0]] - loss[start:], ratio, False + ) + else: + threshold = self.get_estimate_threshold_base_distribution( + loss, ratio, False + ) + + ( + compressed_input_ids, + compressed_attention_mask, + keep_flag, + end, + past_loss, + self_past_loss, + self_compressed_input_ids, + self_compressed_attention_mask, + ) = self.get_compressed_input( + loss, + compressed_input_ids, + compressed_attention_mask, + end - iterative_size + delta_end, + iterative_size=delta_end, + threshold=threshold, + keep_flag=keep_flag, + split_token_id=split_token_id, + start=start, + self_loss=self_loss if condition_compare else None, + self_input_ids=self_compressed_input_ids + if condition_compare + else None, + self_attention_mask=self_compressed_attention_mask + if condition_compare + else None, + ) + end += iterative_size + idx += 1 return compressed_input_ids[:, start:], compressed_attention_mask[:, start:] + + def recover( + self, + original_prompt: str, + compressed_prompt: str, + response: str, + ): + def match_from_compressed(response_word): + response_input_ids = self.tokenizer( + response_word, add_special_tokens=False + )["input_ids"] + response_set, response_c = set(response_input_ids), defaultdict(list) + for idx in range(M): + if original_input_ids[idx] in response_set: + response_c[original_input_ids[idx]].append(idx) + res, res_min, res_c = None, float("inf"), 1 + n = len(response_input_ids) + for l in response_c[response_input_ids[0]]: + x, y, c = 0, l, 1 + for x in range(1, n): + idx = bisect.bisect_right(response_c[response_input_ids[x]], y) + if ( + idx >= len(response_c[response_input_ids[x]]) + or response_c[response_input_ids[x]][idx] - y > 10 + ): + continue + c += 1 + y = response_c[response_input_ids[x]][idx] + if c > res_c: + res_c = c + res_min = y - l + 1 + res = (l, y + 1) + elif c == res_c and y - l + 1 < res_min: + res_min = y - l + 1 + res = (l, y + 1) + + if res is None: + return response_word + # while l > 0 and not self.tokenizer.convert_ids_to_tokens(original_input_ids[l]).startswith("_"): + # l -= 1 + # while r < M - 1 and not self.tokenizer.convert_ids_to_tokens(original_input_ids[l]).startswith("_"): + # l -= 1 + return self.tokenizer.decode(original_input_ids[res[0] : res[1]]) + + response_words = response.split(" ") + + original_input_ids = self.tokenizer(original_prompt, add_special_tokens=False)[ + "input_ids" + ] + N, M = len(response_words), len(original_input_ids) + recovered_response_words = [] + l = 0 + while l < N: + if response_words[l] not in compressed_prompt: + recovered_response_words.append(response_words[l]) + l += 1 + continue + r = l + while ( + r + 1 < N and " ".join(response_words[l : r + 2]) in compressed_prompt + ): + r += 1 + + match_words = match_from_compressed(" ".join(response_words[l : r + 1])) + recovered_response_words.append(match_words) + l = r + 1 + return " ".join(recovered_response_words) + + def get_rank_results( + self, + context: list, + question: str, + rank_method: str, + condition_in_question: str, + context_tokens_length: list, + ): + def get_distance_bm25(corpus, query): + from rank_bm25 import BM25Okapi + + tokenized_corpus = [doc.split(" ") for doc in corpus] + bm25 = BM25Okapi(tokenized_corpus) + tokenized_query = query.split(" ") + doc_scores = bm25.get_scores(tokenized_query) + idx = [(ii, 0) for ii in (-doc_scores).argsort()] + return idx + + def get_distance_gzip(corpus, query): + def get_score(x, y): + cx, cy = len(gzip.compress(x.encode())), len(gzip.compress(y.encode())) + cxy = len(gzip.compress(f"{x} {y}".encode())) + return (cxy - min(cx, cy)) / max(cx, cy) + + import gzip + + doc_scores = [get_score(doc, query) for doc in corpus] + idx = [(ii, 0) for ii in np.argsort(doc_scores)] + return idx + + def get_distance_sentbert(corpus, query): + from sentence_transformers import SentenceTransformer, util + + if self.sbert is None: + self.sbert = SentenceTransformer("multi-qa-mpnet-base-dot-v1") + doc_embeds = self.sbert.encode(corpus) + query = self.sbert.encode(query) + doc_scores = -util.dot_score(doc_embeds, query).cpu().numpy().reshape(-1) + idx = [(ii, 0) for ii in np.argsort(doc_scores)] + return idx + + def get_distance_openai(corpus, query): + import openai + from sentence_transformers import util + + openai.api_key = self.open_api_config.get("api_key", "") + openai.api_base = self.open_api_config.get( + "api_base", "https://api.openai.com/v1" + ) + openai.api_type = self.open_api_config.get("api_type", "open_ai") + openai.api_version = self.open_api_config.get("api_version", "2023-05-15") + engine = self.open_api_config.get("engine", "text-embedding-ada-002") + + def get_embed(text): + return openai.Embedding.create( + input=[text.replace("\n", " ")], engine=engine + )["data"][0]["embedding"] + + doc_embeds = [get_embed(i) for i in corpus] + query = get_embed(query) + doc_scores = -util.dot_score(doc_embeds, query).cpu().numpy().reshape(-1) + idx = [(ii, 0) for ii in np.argsort(doc_scores)] + return idx + + def get_distance_longllmlingua(corpus, query): + context_ppl = [ + self.get_condition_ppl( + d, + query + + " We can get the answer to this question in the given documents.", + condition_in_question, + ) + - dl * 2 / 250 * 0 + for d, dl in zip(corpus, context_tokens_length) + ] + sort_direct = -1 if condition_in_question == "none" else 1 + ys = sorted(enumerate(context_ppl), key=lambda x: sort_direct * x[1]) + return ys + + method = None + if rank_method == "bm25": + method = get_distance_bm25 + elif rank_method == "gzip": + method = get_distance_gzip + elif rank_method == "sentbert": + method = get_distance_sentbert + elif rank_method == "openai": + method = get_distance_openai + elif rank_method in ["longllmlingua", "llmlingua"]: + method = get_distance_longllmlingua + return method(context, question) diff --git a/llmlingua/version.py b/llmlingua/version.py index 45838d6..4b6605d 100644 --- a/llmlingua/version.py +++ b/llmlingua/version.py @@ -1,11 +1,11 @@ _MAJOR = "0" -_MINOR = "0" +_MINOR = "1" # On master and in a nightly release the patch should be one ahead of the last # released build. -_PATCH = "1" +_PATCH = "0" # This is mainly for nightly builds which have the suffix ".dev$DATE". See # https://semver.org/#is-v123-a-semantic-version for the semantics. -_SUFFIX = "dev0" +_SUFFIX = "" VERSION_SHORT = "{0}.{1}".format(_MAJOR, _MINOR) -VERSION = "{0}.{1}.{2}.{3}".format(_MAJOR, _MINOR, _PATCH, _SUFFIX) +VERSION = "{0}.{1}.{2}{3}".format(_MAJOR, _MINOR, _PATCH, _SUFFIX) diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index e69de29..0000000 diff --git a/setup.py b/setup.py index 1ffe807..7be3a44 100644 --- a/setup.py +++ b/setup.py @@ -24,6 +24,7 @@ "torch", "tiktoken", "nltk", + "numpy", ] QUANLITY_REQUIRES = [ "black==21.4b0", From b44fd13be1c179c1b2609767f3a9fbda8d5a6aa2 Mon Sep 17 00:00:00 2001 From: Huiqiang Jiang Date: Sun, 8 Oct 2023 13:22:27 +0000 Subject: [PATCH 3/4] Feature(LLMLingua): update pypi information --- .gitignore | 6 +++++- README.md | 2 +- llmlingua/version.py | 2 +- setup.py | 9 +++++++-- 4 files changed, 14 insertions(+), 5 deletions(-) diff --git a/.gitignore b/.gitignore index 5c9532b..b55e6a9 100644 --- a/.gitignore +++ b/.gitignore @@ -396,4 +396,8 @@ FodyWeavers.xsd # JetBrains Rider *.sln.iml -*.egg-info \ No newline at end of file +*.egg-info + +# build +build/* +dist/* \ No newline at end of file diff --git a/README.md b/README.md index 5e8f24f..7e353fe 100644 --- a/README.md +++ b/README.md @@ -66,7 +66,7 @@ If you find this repo helpful, please cite the following paper: Install LLMLingua, ```bash -pip install -e . +pip install llmlingua ``` Then, you can use LLMLingua to compress your prompt, diff --git a/llmlingua/version.py b/llmlingua/version.py index 4b6605d..f3165f4 100644 --- a/llmlingua/version.py +++ b/llmlingua/version.py @@ -2,7 +2,7 @@ _MINOR = "1" # On master and in a nightly release the patch should be one ahead of the last # released build. -_PATCH = "0" +_PATCH = "1" # This is mainly for nightly builds which have the suffix ".dev$DATE". See # https://semver.org/#is-v123-a-semantic-version for the semantics. _SUFFIX = "" diff --git a/setup.py b/setup.py index 7be3a44..73c95d9 100644 --- a/setup.py +++ b/setup.py @@ -36,9 +36,14 @@ setup( name="llmlingua", version=VERSION["VERSION"], - description="An open-source prompt compression library for black-box LLMs like ChatGPT.", + author="The LLMLingua team", + author_email="hjiang@microsoft.com", + description="To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.", long_description=open("README.md").read(), long_description_content_type="text/markdown", + keywords="Prompt Compression, LLMs, Inference Acceleration, Black-box LLMs, Efficient LLMs", + license="MIT License", + url="https://github.com/microsoft/LLMLingua", classifiers=[ "Intended Audience :: Science/Research", "Development Status :: 3 - Alpha", @@ -53,6 +58,6 @@ }, install_requires=INSTALL_REQUIRES, include_package_data=True, - python_requires=">=3.7.0", + python_requires=">=3.8.0", zip_safe=False, ) From bd31e431c8e27902a3635982ced802697e7d42bd Mon Sep 17 00:00:00 2001 From: Huiqiang Jiang Date: Mon, 9 Oct 2023 14:17:58 +0000 Subject: [PATCH 4/4] Feature(LLMLingua): add KV-Cache Compression & HF Space Demo --- README.md | 8 ++-- llmlingua/prompt_compressor.py | 70 ++++++++++++++++++++++++++++++---- llmlingua/version.py | 2 +- 3 files changed, 69 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 7e353fe..4eef7ad 100644 --- a/README.md +++ b/README.md @@ -2,20 +2,22 @@ LLMLingua

-# LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models [[paper]()] & LongLLMLingua [[paper]()] +# LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models [paper] & LongLLMLingua [paper] https://github.com/microsoft/LLMLingua/assets/30883354/ef52995c-ef3c-4eac-a9fd-1acb491c325b +You can try the LLMLingua demo in [HF Space](https://huggingface.co/spaces/microsoft/LLMLingua). + ## Tl;DR LLMLingua, that uses a well-trained small language model after alignment, such as GPT2-small or LLaMA-7B, to detect the unimportant tokens in the prompt and enable inference with the compressed prompt in black-box LLMs, achieving up to 20x compression with minimal performance loss. -[LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models]() (EMNLP 2023). +LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models (EMNLP 2023).
_Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang and Lili Qiu_ LongLLMLingua is a method that enhances LLMs' ability to perceive key information in long-context scenarios using prompt compression, achieveing up to $28.5 in cost savings per 1,000 samples while also improving performance. -[LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression]() (Under Review). +LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression (Under Review).
_Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang and Lili Qiu_ ## πŸŽ₯ Overview diff --git a/llmlingua/prompt_compressor.py b/llmlingua/prompt_compressor.py index 37a544d..f2f7400 100644 --- a/llmlingua/prompt_compressor.py +++ b/llmlingua/prompt_compressor.py @@ -24,12 +24,13 @@ def __init__( self.load_model(model_name, device_map, use_auth_token) self.sbert = None self.open_api_config = open_api_config + self.cache_bos_num = 10 def load_model( self, model_name: str, device_map: str = "cuda", use_auth_token: bool = False ): - config = AutoConfig.from_pretrained(model_name) - tokenizer = AutoTokenizer.from_pretrained(model_name) + config = AutoConfig.from_pretrained(model_name, trust_remote_code=True) + tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True) tokenizer.padding_side = "left" tokenizer.pad_token_id = ( config.pad_token_id if config.pad_token_id else tokenizer.eos_token_id @@ -40,12 +41,11 @@ def load_model( if "cuda" in device_map or "cpu" in device_map: model = AutoModelForCausalLM.from_pretrained( model_name, - torch_dtype="auto", + torch_dtype="auto" if device_map == "cuda" else torch.float32, config=config, ignore_mismatched_sizes=True, + trust_remote_code=True, ).to(device_map) - if device_map == "cpu": - model = model.type(torch.float32) else: model = AutoModelForCausalLM.from_pretrained( model_name, @@ -56,10 +56,12 @@ def load_model( offload_state_dict=True, cache_dir="/tmp/cache", use_auth_token=use_auth_token, + trust_remote_code=True, ) self.tokenizer = tokenizer self.model = model self.context_idxs = [] + self.max_position_embeddings = config.max_position_embeddings def get_ppl( self, @@ -83,7 +85,7 @@ def get_ppl( past_length = 0 if end is None: end = input_ids.shape[1] - end = min(end, past_length + 4096) + end = min(end, past_length + self.max_position_embeddings) with torch.no_grad(): response = self.model( input_ids[:, past_length:end], @@ -145,11 +147,17 @@ def compress_prompt( assert not ( rank_method == "longllmlingua" and not question ), "In the LongLLMLingua, it is necessary to set a question." + if condition_compare and "_condition" not in condition_in_question: + condition_in_question += "_condition" if rank_method == "longllmlingua": if condition_in_question == "none": condition_in_question = "after" elif rank_method == "llmlingua": - condition_in_question = "none" + condition_in_question = ( + "none" + if "_condition" not in condition_in_question + else "none_condition" + ) origin_tokens = len( encoding.encode("\n\n".join([instruction] + context + [question]).strip()) ) @@ -653,8 +661,52 @@ def iterative_compress_prompt( keep_flag = torch.tensor(keep_flag).to(self.device) past_key_values, past_loss, ready_end = None, None, 0 self_past_key_values, self_past_loss, self_ready_end = None, None, 0 + pop_compressed_input_ids, pop_self_compressed_input_ids = None, None idx = 0 while end <= compressed_input_ids.shape[1]: + if end > self.max_position_embeddings and past_key_values is not None: + # KV-Cache Compression + e, s = end - self.max_position_embeddings, self.cache_bos_num + if pop_compressed_input_ids is None: + pop_compressed_input_ids = compressed_input_ids[:, :e] + else: + pop_compressed_input_ids = torch.cat( + [pop_compressed_input_ids, compressed_input_ids[:, :e]], dim=-1 + ) + compressed_input_ids = compressed_input_ids[:, e:] + compressed_attention_mask = compressed_attention_mask[:, e:] + past_key_values = [ + [ + torch.cat([k[..., :s, :], k[..., s + e :, :]], dim=-2), + torch.cat([v[..., :s, :], v[..., s + e :, :]], dim=-2), + ] + for k, v in past_key_values + ] + end, ready_end = end - e, ready_end - e + if condition_compare: + self_ready_end -= e + if pop_self_compressed_input_ids is None: + pop_self_compressed_input_ids = self_compressed_input_ids[:, :e] + else: + pop_self_compressed_input_ids = torch.cat( + [ + pop_self_compressed_input_ids, + self_compressed_input_ids[:, :e], + ], + dim=-1, + ) + self_compressed_input_ids = self_compressed_input_ids[:, e:] + self_compressed_attention_mask = self_compressed_attention_mask[ + :, e: + ] + self_past_key_values = [ + [ + torch.cat([k[..., :s, :], k[..., s + e :, :]], dim=-2), + torch.cat([v[..., :s, :], v[..., s + e :, :]], dim=-2), + ] + for k, v in self_past_key_values + ] + loss, past_key_values = self.get_ppl( "", "token", @@ -762,6 +814,10 @@ def iterative_compress_prompt( ) end += iterative_size idx += 1 + if pop_compressed_input_ids is not None: + compressed_input_ids = torch.cat( + [pop_compressed_input_ids, compressed_input_ids], dim=-1 + ) return compressed_input_ids[:, start:], compressed_attention_mask[:, start:] def recover( diff --git a/llmlingua/version.py b/llmlingua/version.py index f3165f4..156b192 100644 --- a/llmlingua/version.py +++ b/llmlingua/version.py @@ -2,7 +2,7 @@ _MINOR = "1" # On master and in a nightly release the patch should be one ahead of the last # released build. -_PATCH = "1" +_PATCH = "2" # This is mainly for nightly builds which have the suffix ".dev$DATE". See # https://semver.org/#is-v123-a-semantic-version for the semantics. _SUFFIX = ""

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