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Commit 4a0b0d6e authored by lintangsutawika's avatar lintangsutawika
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Merge branch 'gakada-big-refactor-merge' into big-refactor

parents 6ae376e3 c490f165
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results/bloom/bloom-1b1/bloom-1b1_question_answering_0-shot.json 0 → 100644
View file @ 4a0b0d6e
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results/bloom/bloom-1b1/bloom-1b1_reading_comprehension_0-shot.json 0 → 100644
View file @ 4a0b0d6e
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results/bloom/bloom-1b1/bloom-1b1_xcopa_0-shot.json 0 → 100644
View file @ 4a0b0d6e
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results/bloom/bloom-1b1/bloom-1b1_xnli_0-shot.json 0 → 100644
View file @ 4a0b0d6e
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results/bloom/bloom-1b1/bloom-1b1_xstory_cloze_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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results/bloom/bloom-1b1/bloom-1b1_xwinograd_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
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results/bloom/bloom-1b7/README.md 0 → 100644
View file @ 4a0b0d6e
# bloom-1b7
## bloom-1b7_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |23.55|± | 1.24|
| | |acc_norm|26.79|± | 1.29|
|arc_easy | 0|acc |56.31|± | 1.02|
| | |acc_norm|48.11|± | 1.03|
|boolq | 1|acc |61.77|± | 0.85|
|copa | 0|acc |70.00|± | 4.61|
|hellaswag | 0|acc |37.62|± | 0.48|
| | |acc_norm|46.56|± | 0.50|
|mc_taco | 0|em |12.54| | |
| | |f1 |47.46| | |
|openbookqa | 0|acc |21.40|± | 1.84|
| | |acc_norm|30.00|± | 2.05|
|piqa | 0|acc |68.77|± | 1.08|
| | |acc_norm|70.08|± | 1.07|
|prost | 0|acc |23.52|± | 0.31|
| | |acc_norm|26.70|± | 0.32|
|swag | 0|acc |45.32|± | 0.35|
| | |acc_norm|61.15|± | 0.34|
|winogrande | 0|acc |57.14|± | 1.39|
|wsc273 | 0|acc |72.89|± | 2.70|
## bloom-1b7_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 1.29|± | 0.31|
## bloom-1b7_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 1.49|± | 0.12|
| | |f1 | 4.31|± | 0.15|
|gsm8k | 0|acc | 0.00|± | 0.00|
|math_algebra | 1|acc | 0.00|± | 0.00|
|math_counting_and_prob | 1|acc | 0.00|± | 0.00|
|math_geometry | 1|acc | 0.00|± | 0.00|
|math_intermediate_algebra| 1|acc | 0.00|± | 0.00|
|math_num_theory | 1|acc | 0.74|± | 0.37|
|math_prealgebra | 1|acc | 0.23|± | 0.16|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |24.29|± | 0.79|
| | |acc_norm|24.62|± | 0.79|
## bloom-1b7_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |48.75|± | 1.12|
|pawsx_en| 0|acc |48.90|± | 1.12|
|pawsx_es| 0|acc |51.30|± | 1.12|
|pawsx_fr| 0|acc |46.20|± | 1.12|
|pawsx_ja| 0|acc |44.70|± | 1.11|
|pawsx_ko| 0|acc |45.80|± | 1.11|
|pawsx_zh| 0|acc |45.40|± | 1.11|
## bloom-1b7_question_answering_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|------------|----:|---|-----:|
|headqa_en | 0|acc |27.75|± | 0.86|
| | |acc_norm |32.57|± | 0.90|
|headqa_es | 0|acc |25.42|± | 0.83|
| | |acc_norm |29.58|± | 0.87|
|logiqa | 0|acc |21.66|± | 1.62|
| | |acc_norm |28.11|± | 1.76|
|squad2 | 1|exact | 1.80| | |
| | |f1 | 4.38| | |
| | |HasAns_exact| 2.40| | |
| | |HasAns_f1 | 7.56| | |
| | |NoAns_exact | 1.21| | |
| | |NoAns_f1 | 1.21| | |
| | |best_exact |50.07| | |
| | |best_f1 |50.07| | |
|triviaqa | 1|acc | 3.14|± | 0.16|
|truthfulqa_mc| 1|mc1 |24.48|± | 1.51|
| | |mc2 |41.32|± | 1.44|
|webqs | 0|acc | 1.28|± | 0.25|
## bloom-1b7_reading_comprehension_0-shot.json
|Task|Version|Metric|Value| |Stderr|
|----|------:|------|----:|---|-----:|
|coqa| 1|f1 |53.55|± | 1.89|
| | |em |40.90|± | 2.03|
|drop| 1|em | 0.69|± | 0.08|
| | |f1 | 6.89|± | 0.16|
|race| 1|acc |33.21|± | 1.46|
## bloom-1b7_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 47.4|± | 2.24|
|xcopa_ht| 0|acc | 50.4|± | 2.24|
|xcopa_id| 0|acc | 63.2|± | 2.16|
|xcopa_it| 0|acc | 52.6|± | 2.24|
|xcopa_qu| 0|acc | 50.6|± | 2.24|
|xcopa_sw| 0|acc | 51.8|± | 2.24|
|xcopa_ta| 0|acc | 56.6|± | 2.22|
|xcopa_th| 0|acc | 53.2|± | 2.23|
|xcopa_tr| 0|acc | 52.8|± | 2.23|
|xcopa_vi| 0|acc | 65.8|± | 2.12|
|xcopa_zh| 0|acc | 61.4|± | 2.18|
## bloom-1b7_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.57|± | 0.67|
|xnli_bg| 0|acc |35.43|± | 0.68|
|xnli_de| 0|acc |40.58|± | 0.69|
|xnli_el| 0|acc |33.99|± | 0.67|
|xnli_en| 0|acc |50.14|± | 0.71|
|xnli_es| 0|acc |47.82|± | 0.71|
|xnli_fr| 0|acc |48.18|± | 0.71|
|xnli_hi| 0|acc |43.95|± | 0.70|
|xnli_ru| 0|acc |39.32|± | 0.69|
|xnli_sw| 0|acc |34.51|± | 0.67|
|xnli_th| 0|acc |33.37|± | 0.67|
|xnli_tr| 0|acc |34.93|± | 0.67|
|xnli_ur| 0|acc |40.50|± | 0.69|
|xnli_vi| 0|acc |46.23|± | 0.70|
|xnli_zh| 0|acc |36.21|± | 0.68|
## bloom-1b7_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |55.00|± | 1.28|
|xstory_cloze_en| 0|acc |64.66|± | 1.23|
|xstory_cloze_es| 0|acc |60.82|± | 1.26|
|xstory_cloze_eu| 0|acc |54.93|± | 1.28|
|xstory_cloze_hi| 0|acc |56.78|± | 1.27|
|xstory_cloze_id| 0|acc |59.76|± | 1.26|
|xstory_cloze_my| 0|acc |47.25|± | 1.28|
|xstory_cloze_ru| 0|acc |50.36|± | 1.29|
|xstory_cloze_sw| 0|acc |52.28|± | 1.29|
|xstory_cloze_te| 0|acc |56.52|± | 1.28|
|xstory_cloze_zh| 0|acc |58.24|± | 1.27|
## bloom-1b7_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |74.71|± | 0.90|
|xwinograd_fr| 0|acc |68.67|± | 5.12|
|xwinograd_jp| 0|acc |54.12|± | 1.61|
|xwinograd_pt| 0|acc |63.50|± | 2.97|
|xwinograd_ru| 0|acc |52.38|± | 2.82|
|xwinograd_zh| 0|acc |69.64|± | 2.05|
results/bloom/bloom-1b7/bloom-1b7_common_sense_reasoning_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
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"em": 0.12537537537537538,
"f1": 0.47458014393437276
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"arc_easy": {
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"acc_stderr": 0.010177672928157678,
"acc_norm": 0.4810606060606061,
"acc_norm_stderr": 0.010252420496894487
},
"boolq": {
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"acc_stderr": 0.008499149690449272
},
"piqa": {
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"acc_stderr": 0.010812581599154424,
"acc_norm": 0.7007616974972797,
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},
"copa": {
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"acc_stderr": 0.046056618647183814
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"acc_stderr": 0.003098672944164254,
"acc_norm": 0.2669726729291204,
"acc_norm_stderr": 0.00323196492387981
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"hellaswag": {
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"acc_norm": 0.46564429396534557,
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"swag": {
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"acc_norm": 0.6114665600319904,
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"acc_norm": 0.3,
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"wsc273": {
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},
"arc_challenge": {
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"acc_norm": 0.26791808873720135,
"acc_norm_stderr": 0.012942030195136423
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"winogrande": {
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"acc_stderr": 0.013908353814606709
}
},
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"config": {
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"model_args": "pretrained=bigscience/bloom-1b7,use_accelerate=True",
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results/bloom/bloom-1b7/bloom-1b7_gsm8k_8-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
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}
results/bloom/bloom-1b7/bloom-1b7_mathematical_reasoning_few_shot_5-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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results/bloom/bloom-1b7/bloom-1b7_pawsx_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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results/bloom/bloom-1b7/bloom-1b7_question_answering_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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results/bloom/bloom-1b7/bloom-1b7_reading_comprehension_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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}
results/bloom/bloom-1b7/bloom-1b7_xcopa_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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results/bloom/bloom-1b7/bloom-1b7_xnli_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
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}
results/bloom/bloom-1b7/bloom-1b7_xstory_cloze_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
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}
results/bloom/bloom-1b7/bloom-1b7_xwinograd_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
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}
results/bloom/bloom-3b/README.md 0 → 100644
View file @ 4a0b0d6e
# bloom-3b
## bloom-3b_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |27.99|± | 1.31|
| | |acc_norm|30.55|± | 1.35|
|arc_easy | 0|acc |59.47|± | 1.01|
| | |acc_norm|53.24|± | 1.02|
|boolq | 1|acc |61.62|± | 0.85|
|copa | 0|acc |74.00|± | 4.41|
|hellaswag | 0|acc |41.26|± | 0.49|
| | |acc_norm|52.72|± | 0.50|
|mc_taco | 0|em |11.94| | |
| | |f1 |49.57| | |
|openbookqa | 0|acc |21.60|± | 1.84|
| | |acc_norm|32.20|± | 2.09|
|piqa | 0|acc |70.84|± | 1.06|
| | |acc_norm|70.51|± | 1.06|
|prost | 0|acc |22.69|± | 0.31|
| | |acc_norm|26.36|± | 0.32|
|swag | 0|acc |47.36|± | 0.35|
| | |acc_norm|64.59|± | 0.34|
|winogrande | 0|acc |58.72|± | 1.38|
|wsc273 | 0|acc |76.92|± | 2.55|
## bloom-3b_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 1.21|± | 0.3|
## bloom-3b_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 2.10|± | 0.15|
| | |f1 | 4.63|± | 0.17|
|gsm8k | 0|acc | 0.00|± | 0.00|
|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 | 0.19|± | 0.19|
|math_prealgebra | 1|acc | 0.11|± | 0.11|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |25.26|± | 0.80|
| | |acc_norm|25.06|± | 0.79|
## bloom-3b_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc | 54.6|± | 1.11|
|pawsx_en| 0|acc | 56.8|± | 1.11|
|pawsx_es| 0|acc | 56.4|± | 1.11|
|pawsx_fr| 0|acc | 47.6|± | 1.12|
|pawsx_ja| 0|acc | 44.6|± | 1.11|
|pawsx_ko| 0|acc | 46.3|± | 1.12|
|pawsx_zh| 0|acc | 47.1|± | 1.12|
## bloom-3b_question_answering_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|------------|----:|---|-----:|
|headqa_en | 0|acc |28.41|± | 0.86|
| | |acc_norm |33.37|± | 0.90|
|headqa_es | 0|acc |26.44|± | 0.84|
| | |acc_norm |31.00|± | 0.88|
|logiqa | 0|acc |20.74|± | 1.59|
| | |acc_norm |29.19|± | 1.78|
|squad2 | 1|exact | 6.91| | |
| | |f1 |11.51| | |
| | |HasAns_exact|11.10| | |
| | |HasAns_f1 |20.31| | |
| | |NoAns_exact | 2.74| | |
| | |NoAns_f1 | 2.74| | |
| | |best_exact |50.07| | |
| | |best_f1 |50.08| | |
|triviaqa | 1|acc | 4.15|± | 0.19|
|truthfulqa_mc| 1|mc1 |23.26|± | 1.48|
| | |mc2 |40.57|± | 1.44|
|webqs | 0|acc | 1.67|± | 0.28|
## bloom-3b_reading_comprehension_0-shot.json
|Task|Version|Metric|Value| |Stderr|
|----|------:|------|----:|---|-----:|
|coqa| 1|f1 |61.50|± | 1.77|
| | |em |46.07|± | 2.02|
|drop| 1|em | 1.94|± | 0.14|
| | |f1 | 8.88|± | 0.20|
|race| 1|acc |35.22|± | 1.48|
## bloom-3b_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 49.2|± | 2.24|
|xcopa_ht| 0|acc | 50.2|± | 2.24|
|xcopa_id| 0|acc | 69.2|± | 2.07|
|xcopa_it| 0|acc | 51.6|± | 2.24|
|xcopa_qu| 0|acc | 50.6|± | 2.24|
|xcopa_sw| 0|acc | 51.4|± | 2.24|
|xcopa_ta| 0|acc | 58.0|± | 2.21|
|xcopa_th| 0|acc | 52.6|± | 2.24|
|xcopa_tr| 0|acc | 53.4|± | 2.23|
|xcopa_vi| 0|acc | 68.8|± | 2.07|
|xcopa_zh| 0|acc | 62.0|± | 2.17|
## bloom-3b_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.43|± | 0.67|
|xnli_bg| 0|acc |37.90|± | 0.69|
|xnli_de| 0|acc |40.40|± | 0.69|
|xnli_el| 0|acc |33.21|± | 0.67|
|xnli_en| 0|acc |53.41|± | 0.70|
|xnli_es| 0|acc |49.08|± | 0.71|
|xnli_fr| 0|acc |49.18|± | 0.71|
|xnli_hi| 0|acc |45.55|± | 0.70|
|xnli_ru| 0|acc |41.40|± | 0.70|
|xnli_sw| 0|acc |35.83|± | 0.68|
|xnli_th| 0|acc |33.39|± | 0.67|
|xnli_tr| 0|acc |33.81|± | 0.67|
|xnli_ur| 0|acc |40.00|± | 0.69|
|xnli_vi| 0|acc |46.51|± | 0.70|
|xnli_zh| 0|acc |37.43|± | 0.68|
## bloom-3b_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |56.59|± | 1.28|
|xstory_cloze_en| 0|acc |66.78|± | 1.21|
|xstory_cloze_es| 0|acc |64.13|± | 1.23|
|xstory_cloze_eu| 0|acc |55.66|± | 1.28|
|xstory_cloze_hi| 0|acc |57.58|± | 1.27|
|xstory_cloze_id| 0|acc |60.82|± | 1.26|
|xstory_cloze_my| 0|acc |46.59|± | 1.28|
|xstory_cloze_ru| 0|acc |50.69|± | 1.29|
|xstory_cloze_sw| 0|acc |53.01|± | 1.28|
|xstory_cloze_te| 0|acc |58.17|± | 1.27|
|xstory_cloze_zh| 0|acc |60.89|± | 1.26|
## bloom-3b_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |79.10|± | 0.84|
|xwinograd_fr| 0|acc |71.08|± | 5.01|
|xwinograd_jp| 0|acc |56.62|± | 1.60|
|xwinograd_pt| 0|acc |70.34|± | 2.82|
|xwinograd_ru| 0|acc |53.65|± | 2.81|
|xwinograd_zh| 0|acc |73.61|± | 1.97|
results/bloom/bloom-3b/bloom-3b_common_sense_reasoning_0-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
"openbookqa": {
"acc": 0.216,
"acc_stderr": 0.01842190906141194,
"acc_norm": 0.322,
"acc_norm_stderr": 0.020916668330019882
},
"wsc273": {
"acc": 0.7692307692307693,
"acc_stderr": 0.02554658323673352
},
"swag": {
"acc": 0.47355793262021395,
"acc_stderr": 0.0035301452338806077,
"acc_norm": 0.6459062281315605,
"acc_norm_stderr": 0.003381229133319312
},
"mc_taco": {
"em": 0.11936936936936937,
"f1": 0.4957122298258418
},
"winogrande": {
"acc": 0.5872138910812944,
"acc_stderr": 0.0138370606486821
},
"prost": {
"acc": 0.22688941076003416,
"acc_stderr": 0.003059856614352936,
"acc_norm": 0.26361016225448336,
"acc_norm_stderr": 0.0032189046983713957
},
"arc_challenge": {
"acc": 0.27986348122866894,
"acc_stderr": 0.013119040897725922,
"acc_norm": 0.3054607508532423,
"acc_norm_stderr": 0.013460080478002498
},
"arc_easy": {
"acc": 0.5946969696969697,
"acc_stderr": 0.010074093589739182,
"acc_norm": 0.5324074074074074,
"acc_norm_stderr": 0.010238210368801902
},
"piqa": {
"acc": 0.7083786724700761,
"acc_stderr": 0.010604441527428793,
"acc_norm": 0.705114254624592,
"acc_norm_stderr": 0.010639030620156982
},
"copa": {
"acc": 0.74,
"acc_stderr": 0.04408440022768078
},
"boolq": {
"acc": 0.6162079510703364,
"acc_stderr": 0.008505584729104964
},
"hellaswag": {
"acc": 0.41256721768571997,
"acc_stderr": 0.004912900450370833,
"acc_norm": 0.527185819557857,
"acc_norm_stderr": 0.0049824003689396615
}
},
"versions": {
"openbookqa": 0,
"wsc273": 0,
"swag": 0,
"mc_taco": 0,
"winogrande": 0,
"prost": 0,
"arc_challenge": 0,
"arc_easy": 0,
"piqa": 0,
"copa": 0,
"boolq": 1,
"hellaswag": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-3b,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-3b/bloom-3b_gsm8k_8-shot.json 0 → 100644
View file @ 4a0b0d6e
{
"results": {
"gsm8k": {
"acc": 0.012130401819560273,
"acc_stderr": 0.0030152942428909486
}
},
"versions": {
"gsm8k": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-3b,use_accelerate=True",
"num_fewshot": 8,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
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