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evaluate line-corporation large models (Stability-AI#81)
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models/line-corporation/line-corporation-japanese-large-lm-1.7b-instruction-sft/harness.sh
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|---|---|---|
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| MODEL_ARGS="pretrained=line-corporation/japanese-large-lm-1.7b-instruction-sft,use_fast=False,device_map=auto,torch_dtype=auto" | ||
| TASK="jcommonsenseqa-1.1-0.5,jnli-1.1-0.5,marc_ja-1.1-0.5,jsquad-1.1-0.5,jaqket_v2-0.2-0.5,xlsum_ja-1.0-0.5,xwinograd_ja,mgsm-1.0-0.5" | ||
| python main.py --model hf-causal --model_args $MODEL_ARGS --tasks $TASK --num_fewshot "3,3,3,2,1,1,0,5" --device "cuda" --output_path "models/line-corporation/line-corporation-japanese-large-lm-1.7b-instruction-sft/result.json" |
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models/line-corporation/line-corporation-japanese-large-lm-1.7b-instruction-sft/result.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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| { | ||
| "results": { | ||
| "jcommonsenseqa-1.1-0.5": { | ||
| "acc": 0.22430741733690795, | ||
| "acc_stderr": 0.012475148816050531, | ||
| "acc_norm": 0.23681858802502234, | ||
| "acc_norm_stderr": 0.01271454677969028 | ||
| }, | ||
| "jnli-1.1-0.5": { | ||
| "acc": 0.34346754313886607, | ||
| "acc_stderr": 0.009627197865307401, | ||
| "acc_norm": 0.3011503697617091, | ||
| "acc_norm_stderr": 0.009300633175085522 | ||
| }, | ||
| "marc_ja-1.1-0.5": { | ||
| "acc": 0.8036788114609126, | ||
| "acc_stderr": 0.005283057698929343, | ||
| "acc_norm": 0.8036788114609126, | ||
| "acc_norm_stderr": 0.005283057698929343 | ||
| }, | ||
| "xwinograd_ja": { | ||
| "acc": 0.6329509906152242, | ||
| "acc_stderr": 0.015572714283682185 | ||
| }, | ||
| "jsquad-1.1-0.5": { | ||
| "exact_match": 30.977037370553806, | ||
| "f1": 48.12415333506568 | ||
| }, | ||
| "jaqket_v2-0.2-0.5": { | ||
| "exact_match": 25.257731958762886, | ||
| "f1": 40.58191140665372 | ||
| }, | ||
| "xlsum_ja-1.0-0.5": { | ||
| "rouge2": 1.0385441084792033 | ||
| }, | ||
| "mgsm-1.0-0.5": { | ||
| "acc": 0.016, | ||
| "acc_stderr": 0.007951661188874354 | ||
| } | ||
| }, | ||
| "versions": { | ||
| "jcommonsenseqa-1.1-0.5": 1.1, | ||
| "jnli-1.1-0.5": 1.1, | ||
| "marc_ja-1.1-0.5": 1.1, | ||
| "jsquad-1.1-0.5": 1.1, | ||
| "jaqket_v2-0.2-0.5": 0.2, | ||
| "xlsum_ja-1.0-0.5": 1.0, | ||
| "xwinograd_ja": 1.0, | ||
| "mgsm-1.0-0.5": 1.0 | ||
| }, | ||
| "config": { | ||
| "model": "hf-causal", | ||
| "model_args": "pretrained=line-corporation/japanese-large-lm-1.7b-instruction-sft,use_fast=False,device_map=auto,torch_dtype=auto", | ||
| "num_fewshot": [ | ||
| 3, | ||
| 3, | ||
| 3, | ||
| 2, | ||
| 1, | ||
| 1, | ||
| 0, | ||
| 5 | ||
| ], | ||
| "batch_size": null, | ||
| "device": "cuda", | ||
| "no_cache": false, | ||
| "limit": null, | ||
| "bootstrap_iters": 100000, | ||
| "description_dict": {} | ||
| } | ||
| } |
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models/line-corporation/line-corporation-japanese-large-lm-1.7b/harness.sh
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|---|---|---|
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| MODEL_ARGS="pretrained=line-corporation/japanese-large-lm-1.7b,use_fast=False,device_map=auto,torch_dtype=auto" | ||
| TASK="jcommonsenseqa-1.1-0.2,jnli-1.1-0.2,marc_ja-1.1-0.2,jsquad-1.1-0.2,jaqket_v2-0.2-0.2,xlsum_ja,xwinograd_ja,mgsm" | ||
| python main.py --model hf-causal --model_args $MODEL_ARGS --tasks $TASK --num_fewshot "3,3,3,2,1,1,0,5" --device "cuda" --output_path "models/line-corporation/line-corporation-japanese-large-lm-1.7b/result.json" |
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models/line-corporation/line-corporation-japanese-large-lm-1.7b/result.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,71 @@ | ||
| { | ||
| "results": { | ||
| "jcommonsenseqa-1.1-0.2": { | ||
| "acc": 0.30831099195710454, | ||
| "acc_stderr": 0.013811124479483034, | ||
| "acc_norm": 0.26005361930294907, | ||
| "acc_norm_stderr": 0.013119300343161644 | ||
| }, | ||
| "jnli-1.1-0.2": { | ||
| "acc": 0.35949055053410023, | ||
| "acc_stderr": 0.009728266419780814, | ||
| "acc_norm": 0.300328677074774, | ||
| "acc_norm_stderr": 0.00929339473482123 | ||
| }, | ||
| "marc_ja-1.1-0.2": { | ||
| "acc": 0.745136186770428, | ||
| "acc_stderr": 0.005796054001130057, | ||
| "acc_norm": 0.745136186770428, | ||
| "acc_norm_stderr": 0.005796054001130057 | ||
| }, | ||
| "xwinograd_ja": { | ||
| "acc": 0.6611053180396246, | ||
| "acc_stderr": 0.015292727421996942 | ||
| }, | ||
| "jsquad-1.1-0.2": { | ||
| "exact_match": 56.55110310670869, | ||
| "f1": 69.46989310703984 | ||
| }, | ||
| "jaqket_v2-0.2-0.2": { | ||
| "exact_match": 52.06185567010309, | ||
| "f1": 60.433303332787865 | ||
| }, | ||
| "xlsum_ja": { | ||
| "rouge2": 8.408787633129647 | ||
| }, | ||
| "mgsm": { | ||
| "acc": 0.0, | ||
| "acc_stderr": 0.0 | ||
| } | ||
| }, | ||
| "versions": { | ||
| "jcommonsenseqa-1.1-0.2": 1.1, | ||
| "jnli-1.1-0.2": 1.1, | ||
| "marc_ja-1.1-0.2": 1.1, | ||
| "jsquad-1.1-0.2": 1.1, | ||
| "jaqket_v2-0.2-0.2": 0.2, | ||
| "xlsum_ja": 1.0, | ||
| "xwinograd_ja": 1.0, | ||
| "mgsm": 1.0 | ||
| }, | ||
| "config": { | ||
| "model": "hf-causal", | ||
| "model_args": "pretrained=line-corporation/japanese-large-lm-1.7b,use_fast=False,device_map=auto,torch_dtype=auto", | ||
| "num_fewshot": [ | ||
| 3, | ||
| 3, | ||
| 3, | ||
| 2, | ||
| 1, | ||
| 1, | ||
| 0, | ||
| 5 | ||
| ], | ||
| "batch_size": null, | ||
| "device": "cuda", | ||
| "no_cache": false, | ||
| "limit": null, | ||
| "bootstrap_iters": 100000, | ||
| "description_dict": {} | ||
| } | ||
| } |
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models/line-corporation/line-corporation-japanese-large-lm-3.6b-instruction-sft/harness.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,3 @@ | ||
| MODEL_ARGS="pretrained=line-corporation/japanese-large-lm-3.6b-instruction-sft,use_fast=False,device_map=auto,torch_dtype=auto" | ||
| TASK="jcommonsenseqa-1.1-0.5,jnli-1.1-0.5,marc_ja-1.1-0.5,jsquad-1.1-0.5,jaqket_v2-0.2-0.5,xlsum_ja-1.0-0.5,xwinograd_ja,mgsm-1.0-0.5" | ||
| python main.py --model hf-causal --model_args $MODEL_ARGS --tasks $TASK --num_fewshot "3,3,3,2,1,1,0,5" --device "cuda" --output_path "models/line-corporation/line-corporation-japanese-large-lm-3.6b-instruction-sft/result.json" |
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models/line-corporation/line-corporation-japanese-large-lm-3.6b-instruction-sft/result.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,71 @@ | ||
| { | ||
| "results": { | ||
| "jcommonsenseqa-1.1-0.5": { | ||
| "acc": 0.3360142984807864, | ||
| "acc_stderr": 0.014126590011265207, | ||
| "acc_norm": 0.26720285969615726, | ||
| "acc_norm_stderr": 0.013234012242081952 | ||
| }, | ||
| "jnli-1.1-0.5": { | ||
| "acc": 0.4256368118323747, | ||
| "acc_stderr": 0.010024017935515625, | ||
| "acc_norm": 0.3019720624486442, | ||
| "acc_norm_stderr": 0.009307836171755053 | ||
| }, | ||
| "marc_ja-1.1-0.5": { | ||
| "acc": 0.5509373894587902, | ||
| "acc_stderr": 0.006615536639080702, | ||
| "acc_norm": 0.5509373894587902, | ||
| "acc_norm_stderr": 0.006615536639080702 | ||
| }, | ||
| "xwinograd_ja": { | ||
| "acc": 0.6465067778936392, | ||
| "acc_stderr": 0.015445228301221386 | ||
| }, | ||
| "jsquad-1.1-0.5": { | ||
| "exact_match": 44.371904547501124, | ||
| "f1": 59.516773934435584 | ||
| }, | ||
| "jaqket_v2-0.2-0.5": { | ||
| "exact_match": 39.86254295532646, | ||
| "f1": 51.98299576521227 | ||
| }, | ||
| "xlsum_ja-1.0-0.5": { | ||
| "rouge2": 6.577976426409143 | ||
| }, | ||
| "mgsm-1.0-0.5": { | ||
| "acc": 0.024, | ||
| "acc_stderr": 0.009699087026964249 | ||
| } | ||
| }, | ||
| "versions": { | ||
| "jcommonsenseqa-1.1-0.5": 1.1, | ||
| "jnli-1.1-0.5": 1.1, | ||
| "marc_ja-1.1-0.5": 1.1, | ||
| "jsquad-1.1-0.5": 1.1, | ||
| "jaqket_v2-0.2-0.5": 0.2, | ||
| "xlsum_ja-1.0-0.5": 1.0, | ||
| "xwinograd_ja": 1.0, | ||
| "mgsm-1.0-0.5": 1.0 | ||
| }, | ||
| "config": { | ||
| "model": "hf-causal", | ||
| "model_args": "pretrained=line-corporation/japanese-large-lm-3.6b-instruction-sft,use_fast=False,device_map=auto,torch_dtype=auto", | ||
| "num_fewshot": [ | ||
| 3, | ||
| 3, | ||
| 3, | ||
| 2, | ||
| 1, | ||
| 1, | ||
| 0, | ||
| 5 | ||
| ], | ||
| "batch_size": null, | ||
| "device": "cuda", | ||
| "no_cache": false, | ||
| "limit": null, | ||
| "bootstrap_iters": 100000, | ||
| "description_dict": {} | ||
| } | ||
| } |
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models/line-corporation/line-corporation-japanese-large-lm-3.6b/harness.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,3 @@ | ||
| MODEL_ARGS="pretrained=line-corporation/japanese-large-lm-3.6b,use_fast=False,device_map=auto,torch_dtype=auto" | ||
| TASK="jcommonsenseqa-1.1-0.2,jnli-1.1-0.2,marc_ja-1.1-0.2,jsquad-1.1-0.2,jaqket_v2-0.2-0.2,xlsum_ja,xwinograd_ja,mgsm" | ||
| python main.py --model hf-causal --model_args $MODEL_ARGS --tasks $TASK --num_fewshot "3,3,3,2,1,1,0,5" --device "cuda" --output_path "models/line-corporation/line-corporation-japanese-large-lm-3.6b/result.json" |
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models/line-corporation/line-corporation-japanese-large-lm-3.6b/result.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,71 @@ | ||
| { | ||
| "results": { | ||
| "jcommonsenseqa-1.1-0.2": { | ||
| "acc": 0.24039320822162646, | ||
| "acc_stderr": 0.01278011066769292, | ||
| "acc_norm": 0.2421805183199285, | ||
| "acc_norm_stderr": 0.0128124322893179 | ||
| }, | ||
| "jnli-1.1-0.2": { | ||
| "acc": 0.29950698438783896, | ||
| "acc_stderr": 0.009286120768078254, | ||
| "acc_norm": 0.30156121610517667, | ||
| "acc_norm_stderr": 0.009304239098715018 | ||
| }, | ||
| "marc_ja-1.1-0.2": { | ||
| "acc": 0.7939511850017686, | ||
| "acc_stderr": 0.005379506895071017, | ||
| "acc_norm": 0.7939511850017686, | ||
| "acc_norm_stderr": 0.005379506895071017 | ||
| }, | ||
| "xwinograd_ja": { | ||
| "acc": 0.7028154327424401, | ||
| "acc_stderr": 0.014765597190000436 | ||
| }, | ||
| "jsquad-1.1-0.2": { | ||
| "exact_match": 62.26924808644755, | ||
| "f1": 74.52057820837234 | ||
| }, | ||
| "jaqket_v2-0.2-0.2": { | ||
| "exact_match": 67.18213058419244, | ||
| "f1": 74.29659878113482 | ||
| }, | ||
| "xlsum_ja": { | ||
| "rouge2": 8.610239752200977 | ||
| }, | ||
| "mgsm": { | ||
| "acc": 0.028, | ||
| "acc_stderr": 0.010454721651927288 | ||
| } | ||
| }, | ||
| "versions": { | ||
| "jcommonsenseqa-1.1-0.2": 1.1, | ||
| "jnli-1.1-0.2": 1.1, | ||
| "marc_ja-1.1-0.2": 1.1, | ||
| "jsquad-1.1-0.2": 1.1, | ||
| "jaqket_v2-0.2-0.2": 0.2, | ||
| "xlsum_ja": 1.0, | ||
| "xwinograd_ja": 1.0, | ||
| "mgsm": 1.0 | ||
| }, | ||
| "config": { | ||
| "model": "hf-causal", | ||
| "model_args": "pretrained=line-corporation/japanese-large-lm-3.6b,use_fast=False,device_map=auto,torch_dtype=auto", | ||
| "num_fewshot": [ | ||
| 3, | ||
| 3, | ||
| 3, | ||
| 2, | ||
| 1, | ||
| 1, | ||
| 0, | ||
| 5 | ||
| ], | ||
| "batch_size": null, | ||
| "device": "cuda", | ||
| "no_cache": false, | ||
| "limit": null, | ||
| "bootstrap_iters": 100000, | ||
| "description_dict": {} | ||
| } | ||
| } |