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Unverified Commit 24e3e3fa authored by Lintang Sutawika's avatar Lintang Sutawika Committed by GitHub
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Merge pull request #590 from gakada/big-refactor-merge 

Merge master into big-refactor
parents 3fc5bedc b7c3580a
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results/xglm/xglm-1.7B/xglm-1.7B_xcopa_0-shot.json 0 → 100644
View file @ 24e3e3fa
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results/xglm/xglm-1.7B/xglm-1.7B_xnli_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
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results/xglm/xglm-1.7B/xglm-1.7B_xstory_cloze_0-shot.json 0 → 100644
View file @ 24e3e3fa
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results/xglm/xglm-1.7B/xglm-1.7B_xwinograd_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
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results/xglm/xglm-2.9B/README.md 0 → 100644
View file @ 24e3e3fa
# xglm-2.9B
## xglm-2.9B_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |23.46|± | 1.24|
| | |acc_norm|27.39|± | 1.30|
|arc_easy | 0|acc |56.65|± | 1.02|
| | |acc_norm|53.37|± | 1.02|
|boolq | 1|acc |61.44|± | 0.85|
|copa | 0|acc |74.00|± | 4.41|
|hellaswag | 0|acc |40.92|± | 0.49|
| | |acc_norm|53.70|± | 0.50|
|mc_taco | 0|em |11.94| | |
| | |f1 |47.80| | |
|openbookqa | 0|acc |21.60|± | 1.84|
| | |acc_norm|33.20|± | 2.11|
|piqa | 0|acc |71.27|± | 1.06|
| | |acc_norm|73.01|± | 1.04|
|prost | 0|acc |21.92|± | 0.30|
| | |acc_norm|26.64|± | 0.32|
|swag | 0|acc |48.49|± | 0.35|
| | |acc_norm|65.78|± | 0.34|
|winogrande | 0|acc |54.62|± | 1.40|
|wsc273 | 0|acc |71.06|± | 2.75|
## xglm-2.9B_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |50.65|± | 1.12|
|pawsx_en| 0|acc |54.75|± | 1.11|
|pawsx_es| 0|acc |53.15|± | 1.12|
|pawsx_fr| 0|acc |49.70|± | 1.12|
|pawsx_ja| 0|acc |50.95|± | 1.12|
|pawsx_ko| 0|acc |46.75|± | 1.12|
|pawsx_zh| 0|acc |53.70|± | 1.12|
## xglm-2.9B_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 58.2|± | 2.21|
|xcopa_ht| 0|acc | 55.8|± | 2.22|
|xcopa_id| 0|acc | 66.8|± | 2.11|
|xcopa_it| 0|acc | 60.2|± | 2.19|
|xcopa_qu| 0|acc | 50.2|± | 2.24|
|xcopa_sw| 0|acc | 58.8|± | 2.20|
|xcopa_ta| 0|acc | 54.2|± | 2.23|
|xcopa_th| 0|acc | 57.0|± | 2.22|
|xcopa_tr| 0|acc | 56.6|± | 2.22|
|xcopa_vi| 0|acc | 65.2|± | 2.13|
|xcopa_zh| 0|acc | 60.0|± | 2.19|
## xglm-2.9B_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.65|± | 0.67|
|xnli_bg| 0|acc |45.97|± | 0.70|
|xnli_de| 0|acc |48.32|± | 0.71|
|xnli_el| 0|acc |41.40|± | 0.70|
|xnli_en| 0|acc |51.08|± | 0.71|
|xnli_es| 0|acc |46.67|± | 0.70|
|xnli_fr| 0|acc |45.03|± | 0.70|
|xnli_hi| 0|acc |44.03|± | 0.70|
|xnli_ru| 0|acc |45.29|± | 0.70|
|xnli_sw| 0|acc |44.43|± | 0.70|
|xnli_th| 0|acc |41.98|± | 0.70|
|xnli_tr| 0|acc |44.97|± | 0.70|
|xnli_ur| 0|acc |40.10|± | 0.69|
|xnli_vi| 0|acc |45.99|± | 0.70|
|xnli_zh| 0|acc |34.81|± | 0.67|
## xglm-2.9B_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |53.87|± | 1.28|
|xstory_cloze_en| 0|acc |67.31|± | 1.21|
|xstory_cloze_es| 0|acc |60.95|± | 1.26|
|xstory_cloze_eu| 0|acc |56.32|± | 1.28|
|xstory_cloze_hi| 0|acc |57.51|± | 1.27|
|xstory_cloze_id| 0|acc |61.35|± | 1.25|
|xstory_cloze_my| 0|acc |55.20|± | 1.28|
|xstory_cloze_ru| 0|acc |62.21|± | 1.25|
|xstory_cloze_sw| 0|acc |56.72|± | 1.28|
|xstory_cloze_te| 0|acc |60.03|± | 1.26|
|xstory_cloze_zh| 0|acc |57.64|± | 1.27|
## xglm-2.9B_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |75.61|± | 0.89|
|xwinograd_fr| 0|acc |59.04|± | 5.43|
|xwinograd_jp| 0|acc |64.65|± | 1.54|
|xwinograd_pt| 0|acc |66.16|± | 2.92|
|xwinograd_ru| 0|acc |62.86|± | 2.73|
|xwinograd_zh| 0|acc |71.63|± | 2.01|
results/xglm/xglm-2.9B/xglm-2.9B_common_sense_reasoning_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
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"winogrande": {
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"batch_size": "auto",
"device": "cuda:0",
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"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-2.9B/xglm-2.9B_pawsx_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
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"acc": 0.537,
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results/xglm/xglm-2.9B/xglm-2.9B_xcopa_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
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}
results/xglm/xglm-2.9B/xglm-2.9B_xnli_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
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"acc_stderr": 0.006730821739872395
}
},
"versions": {
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},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-2.9B/xglm-2.9B_xstory_cloze_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xstory_cloze_es": {
"acc": 0.6095301125082727,
"acc_stderr": 0.012554600076548371
},
"xstory_cloze_sw": {
"acc": 0.5671740569159497,
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"acc": 0.6730641958967571,
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"acc": 0.5764394440767704,
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"acc": 0.5632031767041694,
"acc_stderr": 0.01276391225017363
},
"xstory_cloze_te": {
"acc": 0.600264725347452,
"acc_stderr": 0.01260576407762715
},
"xstory_cloze_ru": {
"acc": 0.6221045665122436,
"acc_stderr": 0.012477542072994664
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"xstory_cloze_hi": {
"acc": 0.5751158173395102,
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"xstory_cloze_ar": {
"acc": 0.5387160820648577,
"acc_stderr": 0.01282849335327155
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"xstory_cloze_my": {
"acc": 0.5519523494374586,
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},
"config": {
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"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-2.9B/xglm-2.9B_xwinograd_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xwinograd_fr": {
"acc": 0.5903614457831325,
"acc_stderr": 0.05430658329539147
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"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-2.9B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-4.5B/README.md 0 → 100644
View file @ 24e3e3fa
# xglm-4.5B
## xglm-4.5B_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |27.13|± | 1.30|
| | |acc_norm|28.16|± | 1.31|
|arc_easy | 0|acc |60.31|± | 1.00|
| | |acc_norm|57.24|± | 1.02|
|boolq | 1|acc |61.19|± | 0.85|
|copa | 0|acc |81.00|± | 3.94|
|hellaswag | 0|acc |43.77|± | 0.50|
| | |acc_norm|58.24|± | 0.49|
|mc_taco | 0|em |15.39| | |
| | |f1 |43.51| | |
|openbookqa | 0|acc |23.20|± | 1.89|
| | |acc_norm|34.40|± | 2.13|
|piqa | 0|acc |72.74|± | 1.04|
| | |acc_norm|72.96|± | 1.04|
|prost | 0|acc |26.43|± | 0.32|
| | |acc_norm|26.28|± | 0.32|
|swag | 0|acc |49.65|± | 0.35|
| | |acc_norm|67.87|± | 0.33|
|winogrande | 0|acc |56.12|± | 1.39|
|wsc273 | 0|acc |71.79|± | 2.73|
## xglm-4.5B_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 0.08|± | 0.08|
## xglm-4.5B_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |52.65|± | 1.12|
|pawsx_en| 0|acc |55.40|± | 1.11|
|pawsx_es| 0|acc |51.05|± | 1.12|
|pawsx_fr| 0|acc |51.60|± | 1.12|
|pawsx_ja| 0|acc |47.75|± | 1.12|
|pawsx_ko| 0|acc |49.10|± | 1.12|
|pawsx_zh| 0|acc |54.60|± | 1.11|
## xglm-4.5B_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 55.0|± | 2.23|
|xcopa_ht| 0|acc | 51.2|± | 2.24|
|xcopa_id| 0|acc | 67.0|± | 2.10|
|xcopa_it| 0|acc | 61.6|± | 2.18|
|xcopa_qu| 0|acc | 50.0|± | 2.24|
|xcopa_sw| 0|acc | 56.2|± | 2.22|
|xcopa_ta| 0|acc | 55.6|± | 2.22|
|xcopa_th| 0|acc | 55.2|± | 2.23|
|xcopa_tr| 0|acc | 57.2|± | 2.21|
|xcopa_vi| 0|acc | 66.0|± | 2.12|
|xcopa_zh| 0|acc | 61.6|± | 2.18|
## xglm-4.5B_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.59|± | 0.67|
|xnli_bg| 0|acc |45.61|± | 0.70|
|xnli_de| 0|acc |47.11|± | 0.71|
|xnli_el| 0|acc |39.84|± | 0.69|
|xnli_en| 0|acc |53.63|± | 0.70|
|xnli_es| 0|acc |47.68|± | 0.71|
|xnli_fr| 0|acc |47.31|± | 0.71|
|xnli_hi| 0|acc |42.50|± | 0.70|
|xnli_ru| 0|acc |46.15|± | 0.70|
|xnli_sw| 0|acc |39.58|± | 0.69|
|xnli_th| 0|acc |39.68|± | 0.69|
|xnli_tr| 0|acc |44.85|± | 0.70|
|xnli_ur| 0|acc |37.47|± | 0.68|
|xnli_vi| 0|acc |45.87|± | 0.70|
|xnli_zh| 0|acc |34.77|± | 0.67|
## xglm-4.5B_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |53.67|± | 1.28|
|xstory_cloze_en| 0|acc |69.16|± | 1.19|
|xstory_cloze_es| 0|acc |62.81|± | 1.24|
|xstory_cloze_eu| 0|acc |53.74|± | 1.28|
|xstory_cloze_hi| 0|acc |56.85|± | 1.27|
|xstory_cloze_id| 0|acc |60.42|± | 1.26|
|xstory_cloze_my| 0|acc |50.76|± | 1.29|
|xstory_cloze_ru| 0|acc |62.74|± | 1.24|
|xstory_cloze_sw| 0|acc |55.06|± | 1.28|
|xstory_cloze_te| 0|acc |57.05|± | 1.27|
|xstory_cloze_zh| 0|acc |58.17|± | 1.27|
## xglm-4.5B_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |76.26|± | 0.88|
|xwinograd_fr| 0|acc |60.24|± | 5.40|
|xwinograd_jp| 0|acc |62.67|± | 1.56|
|xwinograd_pt| 0|acc |64.64|± | 2.95|
|xwinograd_ru| 0|acc |62.22|± | 2.74|
|xwinograd_zh| 0|acc |70.63|± | 2.03|
results/xglm/xglm-4.5B/xglm-4.5B_common_sense_reasoning_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"copa": {
"acc": 0.81,
"acc_stderr": 0.03942772444036623
},
"arc_challenge": {
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},
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"acc_norm": 0.7295973884657236,
"acc_norm_stderr": 0.010363167031620785
},
"wsc273": {
"acc": 0.717948717948718,
"acc_stderr": 0.027285147081637318
},
"winogrande": {
"acc": 0.5611681136543015,
"acc_stderr": 0.013946933444507032
},
"boolq": {
"acc": 0.6119266055045871,
"acc_stderr": 0.008523130584760844
},
"openbookqa": {
"acc": 0.232,
"acc_stderr": 0.018896193591952045,
"acc_norm": 0.344,
"acc_norm_stderr": 0.02126575803797874
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"arc_easy": {
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"acc_stderr": 0.010039236800583206,
"acc_norm": 0.5723905723905723,
"acc_norm_stderr": 0.010151683397430673
},
"hellaswag": {
"acc": 0.43766182035451107,
"acc_stderr": 0.004950848456984543,
"acc_norm": 0.5823541127265485,
"acc_norm_stderr": 0.004921632645102376
},
"swag": {
"acc": 0.49650104968509445,
"acc_stderr": 0.0035350054881690377,
"acc_norm": 0.6786963910826752,
"acc_norm_stderr": 0.0033016139730438565
}
},
"versions": {
"copa": 0,
"arc_challenge": 0,
"mc_taco": 0,
"prost": 0,
"piqa": 0,
"wsc273": 0,
"winogrande": 0,
"boolq": 1,
"openbookqa": 0,
"arc_easy": 0,
"hellaswag": 0,
"swag": 0
},
"config": {
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"model_args": "pretrained=facebook/xglm-4.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-4.5B/xglm-4.5B_gsm8k_8-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"gsm8k": {
"acc": 0.000758150113722517,
"acc_stderr": 0.0007581501137225263
}
},
"versions": {
"gsm8k": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-4.5B,use_accelerate=True",
"num_fewshot": 8,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-4.5B/xglm-4.5B_pawsx_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"pawsx_fr": {
"acc": 0.516,
"acc_stderr": 0.01117740878887489
},
"pawsx_en": {
"acc": 0.554,
"acc_stderr": 0.011117724672834362
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"pawsx_de": {
"acc": 0.5265,
"acc_stderr": 0.011167418260963935
},
"pawsx_ko": {
"acc": 0.491,
"acc_stderr": 0.011181324206260288
},
"pawsx_ja": {
"acc": 0.4775,
"acc_stderr": 0.011171807357801183
},
"pawsx_es": {
"acc": 0.5105,
"acc_stderr": 0.011180669867648658
},
"pawsx_zh": {
"acc": 0.546,
"acc_stderr": 0.0111357084193598
}
},
"versions": {
"pawsx_fr": 0,
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"pawsx_de": 0,
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"pawsx_ja": 0,
"pawsx_es": 0,
"pawsx_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-4.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-4.5B/xglm-4.5B_xcopa_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xcopa_vi": {
"acc": 0.66,
"acc_stderr": 0.021206117013673066
},
"xcopa_sw": {
"acc": 0.562,
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"acc": 0.556,
"acc_stderr": 0.02224224437573102
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"acc": 0.5,
"acc_stderr": 0.022383074051792257
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"acc": 0.512,
"acc_stderr": 0.02237662679792717
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"xcopa_it": {
"acc": 0.616,
"acc_stderr": 0.02177236946554719
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"xcopa_th": {
"acc": 0.552,
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"acc": 0.55,
"acc_stderr": 0.022270877485360437
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"acc": 0.572,
"acc_stderr": 0.022149790663861933
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"acc": 0.67,
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"config": {
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}
results/xglm/xglm-4.5B/xglm-4.5B_xnli_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
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"bootstrap_iters": 100000,
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}
results/xglm/xglm-4.5B/xglm-4.5B_xstory_cloze_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xstory_cloze_es": {
"acc": 0.628060886829914,
"acc_stderr": 0.012437936235202006
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"acc": 0.5367306419589676,
"acc_stderr": 0.012832359240206969
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"xstory_cloze_zh": {
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"xstory_cloze_sw": {
"acc": 0.5506287227001986,
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"xstory_cloze_ru": {
"acc": 0.6273990734612839,
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"xstory_cloze_te": {
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"acc_stderr": 0.012738639381353988
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"xstory_cloze_id": {
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"config": {
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"num_fewshot": 0,
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"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-4.5B/xglm-4.5B_xwinograd_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xwinograd_fr": {
"acc": 0.6024096385542169,
"acc_stderr": 0.054045178247868135
},
"xwinograd_jp": {
"acc": 0.6266944734098019,
"acc_stderr": 0.015627063885651445
},
"xwinograd_pt": {
"acc": 0.6463878326996197,
"acc_stderr": 0.02953653465680206
},
"xwinograd_ru": {
"acc": 0.6222222222222222,
"acc_stderr": 0.027360632861056396
},
"xwinograd_zh": {
"acc": 0.7063492063492064,
"acc_stderr": 0.020306792341159757
},
"xwinograd_en": {
"acc": 0.7625806451612903,
"acc_stderr": 0.008826385416032015
}
},
"versions": {
"xwinograd_fr": 0,
"xwinograd_jp": 0,
"xwinograd_pt": 0,
"xwinograd_ru": 0,
"xwinograd_zh": 0,
"xwinograd_en": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-4.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-564M/README.md 0 → 100644
View file @ 24e3e3fa
# xglm-564M
## xglm-564M_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |19.97|± | 1.17|
| | |acc_norm|24.23|± | 1.25|
|arc_easy | 0|acc |45.71|± | 1.02|
| | |acc_norm|41.20|± | 1.01|
|boolq | 1|acc |53.33|± | 0.87|
|copa | 0|acc |69.00|± | 4.65|
|hellaswag | 0|acc |30.78|± | 0.46|
| | |acc_norm|35.20|± | 0.48|
|mc_taco | 0|em |14.04| | |
| | |f1 |40.42| | |
|openbookqa | 0|acc |15.00|± | 1.60|
| | |acc_norm|28.80|± | 2.03|
|piqa | 0|acc |65.13|± | 1.11|
| | |acc_norm|64.85|± | 1.11|
|prost | 0|acc |24.04|± | 0.31|
| | |acc_norm|31.05|± | 0.34|
|swag | 0|acc |41.11|± | 0.35|
| | |acc_norm|54.26|± | 0.35|
|winogrande | 0|acc |52.49|± | 1.40|
|wsc273 | 0|acc |58.61|± | 2.99|
## xglm-564M_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 1.21|± | 0.3|
## xglm-564M_lambada_openai_0-shot.json
| Task |Version|Metric| Value | |Stderr|
|--------------------|------:|------|------:|---|-----:|
|lambada_openai | 0|ppl | 28.57|± | 1.03|
| | |acc | 35.94|± | 0.67|
|lambada_openai_cloze| 0|ppl |6898.44|± |322.93|
| | |acc | 0.04|± | 0.03|
## xglm-564M_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 0.38|± | 0.06|
| | |f1 | 3.06|± | 0.11|
|gsm8k | 0|acc | 0.83|± | 0.25|
|math_algebra | 1|acc | 0.00|± | 0.00|
|math_counting_and_prob | 1|acc | 0.21|± | 0.21|
|math_geometry | 1|acc | 0.00|± | 0.00|
|math_intermediate_algebra| 1|acc | 0.00|± | 0.00|
|math_num_theory | 1|acc | 0.00|± | 0.00|
|math_prealgebra | 1|acc | 0.23|± | 0.16|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |21.11|± | 0.75|
| | |acc_norm|21.17|± | 0.75|
## xglm-564M_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |49.10|± | 1.12|
|pawsx_en| 0|acc |50.65|± | 1.12|
|pawsx_es| 0|acc |52.55|± | 1.12|
|pawsx_fr| 0|acc |50.80|± | 1.12|
|pawsx_ja| 0|acc |44.10|± | 1.11|
|pawsx_ko| 0|acc |46.25|± | 1.12|
|pawsx_zh| 0|acc |47.80|± | 1.12|
## xglm-564M_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 55.6|± | 2.22|
|xcopa_ht| 0|acc | 55.0|± | 2.23|
|xcopa_id| 0|acc | 57.2|± | 2.21|
|xcopa_it| 0|acc | 53.8|± | 2.23|
|xcopa_qu| 0|acc | 49.2|± | 2.24|
|xcopa_sw| 0|acc | 53.2|± | 2.23|
|xcopa_ta| 0|acc | 56.2|± | 2.22|
|xcopa_th| 0|acc | 55.2|± | 2.23|
|xcopa_tr| 0|acc | 54.4|± | 2.23|
|xcopa_vi| 0|acc | 58.4|± | 2.21|
|xcopa_zh| 0|acc | 55.6|± | 2.22|
## xglm-564M_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.41|± | 0.67|
|xnli_bg| 0|acc |41.30|± | 0.70|
|xnli_de| 0|acc |44.49|± | 0.70|
|xnli_el| 0|acc |39.56|± | 0.69|
|xnli_en| 0|acc |48.28|± | 0.71|
|xnli_es| 0|acc |42.04|± | 0.70|
|xnli_fr| 0|acc |45.49|± | 0.70|
|xnli_hi| 0|acc |38.68|± | 0.69|
|xnli_ru| 0|acc |44.63|± | 0.70|
|xnli_sw| 0|acc |36.07|± | 0.68|
|xnli_th| 0|acc |38.78|± | 0.69|
|xnli_tr| 0|acc |40.20|± | 0.69|
|xnli_ur| 0|acc |34.47|± | 0.67|
|xnli_vi| 0|acc |38.48|± | 0.69|
|xnli_zh| 0|acc |33.51|± | 0.67|
## xglm-564M_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |50.10|± | 1.29|
|xstory_cloze_en| 0|acc |60.56|± | 1.26|
|xstory_cloze_es| 0|acc |55.06|± | 1.28|
|xstory_cloze_eu| 0|acc |53.14|± | 1.28|
|xstory_cloze_hi| 0|acc |52.28|± | 1.29|
|xstory_cloze_id| 0|acc |54.00|± | 1.28|
|xstory_cloze_my| 0|acc |51.49|± | 1.29|
|xstory_cloze_ru| 0|acc |56.19|± | 1.28|
|xstory_cloze_sw| 0|acc |53.08|± | 1.28|
|xstory_cloze_te| 0|acc |55.86|± | 1.28|
|xstory_cloze_zh| 0|acc |53.28|± | 1.28|
## xglm-564M_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |62.62|± | 1.00|
|xwinograd_fr| 0|acc |57.83|± | 5.45|
|xwinograd_jp| 0|acc |54.54|± | 1.61|
|xwinograd_pt| 0|acc |58.56|± | 3.04|
|xwinograd_ru| 0|acc |59.05|± | 2.78|
|xwinograd_zh| 0|acc |65.67|± | 2.12|
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