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fixed models table
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su77ungr committed May 23, 2023
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Expand Up @@ -170,22 +170,27 @@ Introduced by [@alxspiker](https://github.com/alxspiker) -> see [#21](https://gi
streamlit run casalioy/gui.py
```

# LLM options

# LLM options (ggml = cpu only)
### Leaderboard
List of available open LLMs [HuggingFace](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
### models outside of the GPT-J ecosphere (work out of the box)

> 🪢 avoid using non-v3 models when using other quantization than q5 (LlamaCpp introduced [v3](https://github.com/ggerganov/llama.cpp/pull/1508) for ggml)
| Model | BoolQ | PIQA | HellaSwag | WinoGrande | ARC-e | ARC-c | OBQA | Avg. |
|:-------------------------------------------------------------------------------------------------------------------------------------------------|:-----:|:----:|:---------:|:----------:|:-----:|:-----:|:----:|:----:|
| [GPT4All-13b-snoozy q5](https://huggingface.co/TheBloke/GPT4All-13B-snoozy-GGML/blob/main/GPT4All-13B-snoozy.ggml.q5_1.bin) | 83.3 | 79.2 | 75.0 | 71.3 | 60.9 | 44.2 | 43.4 | 65.3 |

| [GPT4All-13b-snoozy GGMLv3](https://huggingface.co/TheBloke/GPT4All-13B-snoozy-GGML/blob/main/GPT4All-13B-snoozy.ggmlv3.q4_0.bin)
[GPT4All-13b-snoozy (deprecated)](https://gpt4all.io/models/ggml-gpt4all-l13b-snoozy.bin) | 83.3 | 79.2 | 75.0 | 71.3 | 60.9 | 44.2 | 43.4 | 65.3 |



### models inside of the GPT-J ecosphere

| Model | BoolQ | PIQA | HellaSwag | WinoGrande | ARC-e | ARC-c | OBQA | Avg. |
|:----------------------------------------------------------------------------------|:-----:|:----:|:---------:|:----------:|:-----:|:-----:|:----:|:----:|
| GPT4All-J 6B v1.0 | 73.4 | 74.8 | 63.4 | 64.7 | 54.9 | 36.0 | 40.2 | 58.2 |
| [GPT4All-J vanilla](https://gpt4all.io/models/ggml-gpt4all-j.bin) | 73.4 | 74.8 | 63.4 | 64.7 | 54.9 | 36.0 | 40.2 | 58.2 |
| [GPT4All-J v1.1-breezy](https://gpt4all.io/models/ggml-gpt4all-j-v1.1-breezy.bin) | 74.0 | 75.1 | 63.2 | 63.6 | 55.4 | 34.9 | 38.4 | 57.8 |
| [GPT4All-J v1.2-jazzy](https://gpt4all.io/models/ggml-gpt4all-j-v1.2-jazzy.bin) | 74.8 | 74.9 | 63.6 | 63.8 | 56.6 | 35.3 | 41.0 | 58.6 |
| [GPT4All-J v1.3-groovy](https://gpt4all.io/models/ggml-gpt4all-j-v1.3-groovy.bin) | 73.6 | 74.3 | 63.8 | 63.5 | 57.7 | 35.0 | 38.8 | 58.1 |
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