Skip to content

GitLab

"magic_pdf/vscode:/vscode.git/clone" did not exist on "fd6461011bd1238fe6896ee742bc15e7b2dbd619"
Unverified Commit 24e3e3fa authored by Lintang Sutawika's avatar Lintang Sutawika Committed by GitHub
Browse files

Merge pull request #590 from gakada/big-refactor-merge 

Merge master into big-refactor
parents 3fc5bedc b7c3580a
Hide whitespace changes
Inline Side-by-side
Showing with 1499 additions and 0 deletions
results/bloom/bloom-3b/bloom-3b_xnli_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xnli_ar": {
"acc": 0.3343313373253493,
"acc_stderr": 0.006665643509474758
},
"xnli_bg": {
"acc": 0.3790419161676647,
"acc_stderr": 0.006854870366766951
},
"xnli_de": {
"acc": 0.4039920159680639,
"acc_stderr": 0.00693325085793088
},
"xnli_el": {
"acc": 0.3321357285429142,
"acc_stderr": 0.006654667909419873
},
"xnli_en": {
"acc": 0.5341317365269461,
"acc_stderr": 0.007048232775587604
},
"xnli_es": {
"acc": 0.4908183632734531,
"acc_stderr": 0.007063521183707481
},
"xnli_fr": {
"acc": 0.49181636726546907,
"acc_stderr": 0.007063766092285604
},
"xnli_hi": {
"acc": 0.4554890219560878,
"acc_stderr": 0.007036663146398998
},
"xnli_ru": {
"acc": 0.41397205588822356,
"acc_stderr": 0.006959357713092714
},
"xnli_sw": {
"acc": 0.3582834331337325,
"acc_stderr": 0.006775002711732832
},
"xnli_th": {
"acc": 0.3339321357285429,
"acc_stderr": 0.006663660032909966
},
"xnli_tr": {
"acc": 0.33812375249501,
"acc_stderr": 0.006684219795088851
},
"xnli_ur": {
"acc": 0.4,
"acc_stderr": 0.006921976252528393
},
"xnli_vi": {
"acc": 0.46506986027944114,
"acc_stderr": 0.0070474518252208835
},
"xnli_zh": {
"acc": 0.37425149700598803,
"acc_stderr": 0.006837638981887555
}
},
"versions": {
"xnli_ar": 0,
"xnli_bg": 0,
"xnli_de": 0,
"xnli_el": 0,
"xnli_en": 0,
"xnli_es": 0,
"xnli_fr": 0,
"xnli_hi": 0,
"xnli_ru": 0,
"xnli_sw": 0,
"xnli_th": 0,
"xnli_tr": 0,
"xnli_ur": 0,
"xnli_vi": 0,
"xnli_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-3b",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-3b/bloom-3b_xstory_cloze_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xstory_cloze_eu": {
"acc": 0.5565850430178689,
"acc_stderr": 0.012784462136657198
},
"xstory_cloze_en": {
"acc": 0.6677696889477167,
"acc_stderr": 0.01212116892354459
},
"xstory_cloze_hi": {
"acc": 0.5757776307081403,
"acc_stderr": 0.012718494399531051
},
"xstory_cloze_sw": {
"acc": 0.5301125082726671,
"acc_stderr": 0.012843769248432169
},
"xstory_cloze_id": {
"acc": 0.6082064857710126,
"acc_stderr": 0.012562199063960642
},
"xstory_cloze_my": {
"acc": 0.46591661151555264,
"acc_stderr": 0.012837195610619434
},
"xstory_cloze_ru": {
"acc": 0.5069490403706155,
"acc_stderr": 0.01286588257096072
},
"xstory_cloze_te": {
"acc": 0.5817339510258107,
"acc_stderr": 0.012694045150564688
},
"xstory_cloze_zh": {
"acc": 0.6088682991396426,
"acc_stderr": 0.012558411693622684
},
"xstory_cloze_ar": {
"acc": 0.5658504301786896,
"acc_stderr": 0.01275504628991221
},
"xstory_cloze_es": {
"acc": 0.6412971542025149,
"acc_stderr": 0.012342655113112371
}
},
"versions": {
"xstory_cloze_eu": 0,
"xstory_cloze_en": 0,
"xstory_cloze_hi": 0,
"xstory_cloze_sw": 0,
"xstory_cloze_id": 0,
"xstory_cloze_my": 0,
"xstory_cloze_ru": 0,
"xstory_cloze_te": 0,
"xstory_cloze_zh": 0,
"xstory_cloze_ar": 0,
"xstory_cloze_es": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-3b",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-3b/bloom-3b_xwinograd_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xwinograd_en": {
"acc": 0.7909677419354839,
"acc_stderr": 0.008434667753827384
},
"xwinograd_pt": {
"acc": 0.7034220532319392,
"acc_stderr": 0.028218035233491295
},
"xwinograd_jp": {
"acc": 0.5662148070907195,
"acc_stderr": 0.016011986615263228
},
"xwinograd_fr": {
"acc": 0.7108433734939759,
"acc_stderr": 0.050066428050419186
},
"xwinograd_zh": {
"acc": 0.7361111111111112,
"acc_stderr": 0.019651614961528674
},
"xwinograd_ru": {
"acc": 0.5365079365079365,
"acc_stderr": 0.028141315964997568
}
},
"versions": {
"xwinograd_en": 0,
"xwinograd_pt": 0,
"xwinograd_jp": 0,
"xwinograd_fr": 0,
"xwinograd_zh": 0,
"xwinograd_ru": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-3b",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/README.md 0 → 100644
View file @ 24e3e3fa
# bloom-560m
## bloom-560m_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |22.44|± | 1.22|
| | |acc_norm|23.98|± | 1.25|
|arc_easy | 0|acc |47.35|± | 1.02|
| | |acc_norm|41.67|± | 1.01|
|boolq | 1|acc |55.14|± | 0.87|
|copa | 0|acc |61.00|± | 4.90|
|hellaswag | 0|acc |31.56|± | 0.46|
| | |acc_norm|36.56|± | 0.48|
|mc_taco | 0|em |17.42| | |
| | |f1 |31.43| | |
|openbookqa | 0|acc |17.20|± | 1.69|
| | |acc_norm|28.20|± | 2.01|
|piqa | 0|acc |64.09|± | 1.12|
| | |acc_norm|65.13|± | 1.11|
|prost | 0|acc |22.08|± | 0.30|
| | |acc_norm|32.08|± | 0.34|
|swag | 0|acc |40.35|± | 0.35|
| | |acc_norm|52.96|± | 0.35|
|winogrande | 0|acc |52.80|± | 1.40|
|wsc273 | 0|acc |66.67|± | 2.86|
## bloom-560m_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 0.53|± | 0.2|
## bloom-560m_lambada_openai_0-shot.json
| Task |Version|Metric| Value | |Stderr|
|--------------------|------:|------|------:|---|-----:|
|lambada_openai | 0|ppl | 28.68|± | 1.08|
| | |acc | 35.40|± | 0.67|
|lambada_openai_cloze| 0|ppl |6212.81|± |267.17|
| | |acc | 0.45|± | 0.09|
## bloom-560m_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 1.26|± | 0.11|
| | |f1 | 3.50|± | 0.14|
|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 | 0.19|± | 0.19|
|math_prealgebra | 1|acc | 0.23|± | 0.16|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |22.51|± | 0.76|
| | |acc_norm|22.35|± | 0.76|
## bloom-560m_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |52.80|± | 1.12|
|pawsx_en| 0|acc |52.00|± | 1.12|
|pawsx_es| 0|acc |53.25|± | 1.12|
|pawsx_fr| 0|acc |47.95|± | 1.12|
|pawsx_ja| 0|acc |44.90|± | 1.11|
|pawsx_ko| 0|acc |51.90|± | 1.12|
|pawsx_zh| 0|acc |45.20|± | 1.11|
## bloom-560m_question_answering_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|------------|----:|---|-----:|
|headqa_en | 0|acc |25.67|± | 0.83|
| | |acc_norm |29.58|± | 0.87|
|headqa_es | 0|acc |23.96|± | 0.82|
| | |acc_norm |27.17|± | 0.85|
|logiqa | 0|acc |22.58|± | 1.64|
| | |acc_norm |27.19|± | 1.75|
|squad2 | 1|exact | 0.43| | |
| | |f1 | 1.86| | |
| | |HasAns_exact| 0.76| | |
| | |HasAns_f1 | 3.62| | |
| | |NoAns_exact | 0.10| | |
| | |NoAns_f1 | 0.10| | |
| | |best_exact |50.07| | |
| | |best_f1 |50.07| | |
|triviaqa | 1|acc | 1.44|± | 0.11|
|truthfulqa_mc| 1|mc1 |24.48|± | 1.51|
| | |mc2 |42.43|± | 1.51|
|webqs | 0|acc | 0.84|± | 0.20|
## bloom-560m_reading_comprehension_0-shot.json
|Task|Version|Metric|Value| |Stderr|
|----|------:|------|----:|---|-----:|
|coqa| 1|f1 |22.71|± | 1.67|
| | |em |17.40|± | 1.62|
|drop| 1|em | 1.50|± | 0.12|
| | |f1 | 6.21|± | 0.17|
|race| 1|acc |30.24|± | 1.42|
## bloom-560m_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 49.0|± | 2.24|
|xcopa_ht| 0|acc | 50.2|± | 2.24|
|xcopa_id| 0|acc | 59.2|± | 2.20|
|xcopa_it| 0|acc | 50.8|± | 2.24|
|xcopa_qu| 0|acc | 50.2|± | 2.24|
|xcopa_sw| 0|acc | 51.6|± | 2.24|
|xcopa_ta| 0|acc | 55.8|± | 2.22|
|xcopa_th| 0|acc | 54.4|± | 2.23|
|xcopa_tr| 0|acc | 53.0|± | 2.23|
|xcopa_vi| 0|acc | 61.0|± | 2.18|
|xcopa_zh| 0|acc | 58.6|± | 2.20|
## bloom-560m_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.35|± | 0.67|
|xnli_bg| 0|acc |33.39|± | 0.67|
|xnli_de| 0|acc |34.79|± | 0.67|
|xnli_el| 0|acc |33.33|± | 0.67|
|xnli_en| 0|acc |49.50|± | 0.71|
|xnli_es| 0|acc |45.23|± | 0.70|
|xnli_fr| 0|acc |45.29|± | 0.70|
|xnli_hi| 0|acc |40.84|± | 0.69|
|xnli_ru| 0|acc |34.01|± | 0.67|
|xnli_sw| 0|acc |33.17|± | 0.67|
|xnli_th| 0|acc |33.57|± | 0.67|
|xnli_tr| 0|acc |33.43|± | 0.67|
|xnli_ur| 0|acc |37.13|± | 0.68|
|xnli_vi| 0|acc |40.52|± | 0.69|
|xnli_zh| 0|acc |33.95|± | 0.67|
## bloom-560m_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |52.08|± | 1.29|
|xstory_cloze_en| 0|acc |61.22|± | 1.25|
|xstory_cloze_es| 0|acc |55.86|± | 1.28|
|xstory_cloze_eu| 0|acc |53.61|± | 1.28|
|xstory_cloze_hi| 0|acc |55.00|± | 1.28|
|xstory_cloze_id| 0|acc |55.53|± | 1.28|
|xstory_cloze_my| 0|acc |47.19|± | 1.28|
|xstory_cloze_ru| 0|acc |49.17|± | 1.29|
|xstory_cloze_sw| 0|acc |49.83|± | 1.29|
|xstory_cloze_te| 0|acc |55.72|± | 1.28|
|xstory_cloze_zh| 0|acc |54.53|± | 1.28|
## bloom-560m_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |65.89|± | 0.98|
|xwinograd_fr| 0|acc |60.24|± | 5.40|
|xwinograd_jp| 0|acc |52.97|± | 1.61|
|xwinograd_pt| 0|acc |60.08|± | 3.03|
|xwinograd_ru| 0|acc |49.21|± | 2.82|
|xwinograd_zh| 0|acc |67.66|± | 2.09|
results/bloom/bloom-560m/bloom-560m_common_sense_reasoning_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"hellaswag": {
"acc": 0.31557458673571004,
"acc_stderr": 0.004637944965914592,
"acc_norm": 0.3655646285600478,
"acc_norm_stderr": 0.00480603903900897
},
"prost": {
"acc": 0.22080486763450044,
"acc_stderr": 0.0030304044027250577,
"acc_norm": 0.3207728437233134,
"acc_norm_stderr": 0.003410197007857463
},
"piqa": {
"acc": 0.6409140369967355,
"acc_stderr": 0.011192949073844103,
"acc_norm": 0.6512513601741022,
"acc_norm_stderr": 0.011119263056159595
},
"arc_easy": {
"acc": 0.4734848484848485,
"acc_stderr": 0.010245347015573713,
"acc_norm": 0.4166666666666667,
"acc_norm_stderr": 0.01011628297778124
},
"winogrande": {
"acc": 0.5280189423835833,
"acc_stderr": 0.014030404213405784
},
"mc_taco": {
"em": 0.17417417417417416,
"f1": 0.31427590778450365
},
"openbookqa": {
"acc": 0.172,
"acc_stderr": 0.01689386887634748,
"acc_norm": 0.282,
"acc_norm_stderr": 0.020143572847290795
},
"copa": {
"acc": 0.61,
"acc_stderr": 0.04902071300001975
},
"boolq": {
"acc": 0.5513761467889908,
"acc_stderr": 0.008698767182005265
},
"swag": {
"acc": 0.40347895631310604,
"acc_stderr": 0.003468598652499914,
"acc_norm": 0.5296411076676997,
"acc_norm_stderr": 0.003528874749486556
},
"arc_challenge": {
"acc": 0.22440273037542663,
"acc_stderr": 0.012191404938603838,
"acc_norm": 0.23976109215017063,
"acc_norm_stderr": 0.012476304127453947
},
"wsc273": {
"acc": 0.6666666666666666,
"acc_stderr": 0.028583097523751506
}
},
"versions": {
"hellaswag": 0,
"prost": 0,
"piqa": 0,
"arc_easy": 0,
"winogrande": 0,
"mc_taco": 0,
"openbookqa": 0,
"copa": 0,
"boolq": 1,
"swag": 0,
"arc_challenge": 0,
"wsc273": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m,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-560m/bloom-560m_gsm8k_8-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"gsm8k": {
"acc": 0.00530705079605762,
"acc_stderr": 0.002001305720948044
}
},
"versions": {
"gsm8k": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m,use_accelerate=True",
"num_fewshot": 8,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/bloom-560m_lambada_openai_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"lambada_openai_cloze": {
"ppl": 6212.811566448059,
"ppl_stderr": 267.17480839849884,
"acc": 0.00446341936735882,
"acc_stderr": 0.0009286980441682362
},
"lambada_openai": {
"ppl": 28.67792043529687,
"ppl_stderr": 1.0838905590384336,
"acc": 0.35396856200271687,
"acc_stderr": 0.006662254900290991
}
},
"versions": {
"lambada_openai_cloze": 0,
"lambada_openai": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m,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-560m/bloom-560m_mathematical_reasoning_few_shot_5-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"math_intermediate_algebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_geometry": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_prealgebra": {
"acc": 0.002296211251435132,
"acc_stderr": 0.001622733136934621
},
"drop": {
"em": 0.012583892617449664,
"em_stderr": 0.0011415560941551478,
"f1": 0.034977978187919485,
"f1_stderr": 0.0013870691301022255
},
"math_counting_and_prob": {
"acc": 0.0,
"acc_stderr": 0.0
},
"gsm8k": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_num_theory": {
"acc": 0.001851851851851852,
"acc_stderr": 0.0018518518518518465
},
"math_precalc": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_algebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"mathqa": {
"acc": 0.22512562814070353,
"acc_stderr": 0.00764590166234271,
"acc_norm": 0.2234505862646566,
"acc_norm_stderr": 0.00762563278617748
}
},
"versions": {
"math_intermediate_algebra": 1,
"math_geometry": 1,
"math_prealgebra": 1,
"drop": 1,
"mathqa": 0,
"math_counting_and_prob": 1,
"gsm8k": 0,
"math_num_theory": 1,
"math_precalc": 1,
"math_algebra": 1
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m,use_accelerate=True",
"num_fewshot": 5,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/bloom-560m_pawsx_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"pawsx_zh": {
"acc": 0.452,
"acc_stderr": 0.011131484850525779
},
"pawsx_de": {
"acc": 0.528,
"acc_stderr": 0.01116558709462154
},
"pawsx_ja": {
"acc": 0.449,
"acc_stderr": 0.011124809242874427
},
"pawsx_en": {
"acc": 0.52,
"acc_stderr": 0.011174185930778313
},
"pawsx_fr": {
"acc": 0.4795,
"acc_stderr": 0.011173732641806813
},
"pawsx_es": {
"acc": 0.5325,
"acc_stderr": 0.011159486640120933
},
"pawsx_ko": {
"acc": 0.519,
"acc_stderr": 0.011175058879956058
}
},
"versions": {
"pawsx_zh": 0,
"pawsx_de": 0,
"pawsx_ja": 0,
"pawsx_en": 0,
"pawsx_fr": 0,
"pawsx_es": 0,
"pawsx_ko": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/bloom-560m_question_answering_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"logiqa": {
"acc": 0.22580645161290322,
"acc_stderr": 0.01639971378844507,
"acc_norm": 0.271889400921659,
"acc_norm_stderr": 0.01745171600943683
},
"webqs": {
"acc": 0.008366141732283465,
"acc_stderr": 0.002021079144496907
},
"triviaqa": {
"acc": 0.014408202952355696,
"acc_stderr": 0.001120427476389321
},
"truthfulqa_mc": {
"mc1": 0.24479804161566707,
"mc1_stderr": 0.01505186948671501,
"mc2": 0.42431454034377986,
"mc2_stderr": 0.015119647586282134
},
"headqa_en": {
"acc": 0.2567469000729395,
"acc_stderr": 0.008343849291869198,
"acc_norm": 0.29576951130561635,
"acc_norm_stderr": 0.008717251898361426
},
"headqa_es": {
"acc": 0.23960612691466082,
"acc_stderr": 0.008152930613263032,
"acc_norm": 0.27169948942377825,
"acc_norm_stderr": 0.00849660053640109
},
"squad2": {
"exact": 0.4295460288048513,
"f1": 1.8591225589833205,
"HasAns_exact": 0.7591093117408907,
"HasAns_f1": 3.622362034886802,
"NoAns_exact": 0.10092514718250631,
"NoAns_f1": 0.10092514718250631,
"best_exact": 50.07159100480081,
"best_f1": 50.07159100480081
}
},
"versions": {
"logiqa": 0,
"webqs": 0,
"triviaqa": 1,
"truthfulqa_mc": 1,
"headqa_en": 0,
"headqa_es": 0,
"squad2": 1
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m,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-560m/bloom-560m_reading_comprehension_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"drop": {
"em": 0.014995805369127516,
"em_stderr": 0.0012446395261788805,
"f1": 0.0621245805369127,
"f1_stderr": 0.001730980795797461
},
"coqa": {
"f1": 0.22712736568843772,
"f1_stderr": 0.01673094848597647,
"em": 0.174,
"em_stderr": 0.016190705499013296
},
"race": {
"acc": 0.30239234449760766,
"acc_stderr": 0.014214800395178313
}
},
"versions": {
"drop": 1,
"race": 1,
"coqa": 1
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m,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-560m/bloom-560m_xcopa_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xcopa_id": {
"acc": 0.592,
"acc_stderr": 0.02200091089387719
},
"xcopa_ht": {
"acc": 0.502,
"acc_stderr": 0.022382894986483524
},
"xcopa_qu": {
"acc": 0.502,
"acc_stderr": 0.02238289498648353
},
"xcopa_et": {
"acc": 0.49,
"acc_stderr": 0.022378596989230785
},
"xcopa_th": {
"acc": 0.544,
"acc_stderr": 0.022296238348407056
},
"xcopa_tr": {
"acc": 0.53,
"acc_stderr": 0.02234274819250285
},
"xcopa_it": {
"acc": 0.508,
"acc_stderr": 0.02238020883492804
},
"xcopa_ta": {
"acc": 0.558,
"acc_stderr": 0.02223197069632112
},
"xcopa_sw": {
"acc": 0.516,
"acc_stderr": 0.022371610982580396
},
"xcopa_vi": {
"acc": 0.61,
"acc_stderr": 0.021834685869369208
},
"xcopa_zh": {
"acc": 0.586,
"acc_stderr": 0.022049497969827865
}
},
"versions": {
"xcopa_id": 0,
"xcopa_ht": 0,
"xcopa_qu": 0,
"xcopa_et": 0,
"xcopa_th": 0,
"xcopa_tr": 0,
"xcopa_it": 0,
"xcopa_ta": 0,
"xcopa_sw": 0,
"xcopa_vi": 0,
"xcopa_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/bloom-560m_xnli_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xnli_sw": {
"acc": 0.3317365269461078,
"acc_stderr": 0.006652654857813421
},
"xnli_th": {
"acc": 0.33572854291417165,
"acc_stderr": 0.0066725434859242665
},
"xnli_ur": {
"acc": 0.3712574850299401,
"acc_stderr": 0.0068265064875345964
},
"xnli_bg": {
"acc": 0.3339321357285429,
"acc_stderr": 0.00666366003290998
},
"xnli_tr": {
"acc": 0.3343313373253493,
"acc_stderr": 0.006665643509474755
},
"xnli_zh": {
"acc": 0.3395209580838323,
"acc_stderr": 0.006690942515072474
},
"xnli_ar": {
"acc": 0.3335329341317365,
"acc_stderr": 0.006661671189931638
},
"xnli_el": {
"acc": 0.3333333333333333,
"acc_stderr": 0.006660674754535592
},
"xnli_hi": {
"acc": 0.40838323353293415,
"acc_stderr": 0.006945102706766183
},
"xnli_fr": {
"acc": 0.4528942115768463,
"acc_stderr": 0.007033289986695001
},
"xnli_es": {
"acc": 0.45229540918163674,
"acc_stderr": 0.007032484191375647
},
"xnli_vi": {
"acc": 0.405189620758483,
"acc_stderr": 0.006936540228025353
},
"xnli_en": {
"acc": 0.49500998003992014,
"acc_stderr": 0.007064360593648105
},
"xnli_de": {
"acc": 0.34790419161676644,
"acc_stderr": 0.006729921818907755
},
"xnli_ru": {
"acc": 0.3401197604790419,
"acc_stderr": 0.006693803790492355
}
},
"versions": {
"xnli_sw": 0,
"xnli_th": 0,
"xnli_ur": 0,
"xnli_bg": 0,
"xnli_tr": 0,
"xnli_zh": 0,
"xnli_ar": 0,
"xnli_el": 0,
"xnli_hi": 0,
"xnli_fr": 0,
"xnli_es": 0,
"xnli_vi": 0,
"xnli_en": 0,
"xnli_de": 0,
"xnli_ru": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/bloom-560m_xstory_cloze_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xstory_cloze_es": {
"acc": 0.5585704831237591,
"acc_stderr": 0.012778538985880637
},
"xstory_cloze_hi": {
"acc": 0.5499669093315684,
"acc_stderr": 0.01280271359821983
},
"xstory_cloze_eu": {
"acc": 0.5360688285903376,
"acc_stderr": 0.012833602406620015
},
"xstory_cloze_ar": {
"acc": 0.5208471211118465,
"acc_stderr": 0.012855936282881267
},
"xstory_cloze_zh": {
"acc": 0.5453342157511581,
"acc_stderr": 0.012814127367359424
},
"xstory_cloze_te": {
"acc": 0.557246856386499,
"acc_stderr": 0.012782510750319236
},
"xstory_cloze_sw": {
"acc": 0.4983454665784249,
"acc_stderr": 0.012867054869163334
},
"xstory_cloze_ru": {
"acc": 0.49172733289212445,
"acc_stderr": 0.012865364020375405
},
"xstory_cloze_my": {
"acc": 0.47187293183322304,
"acc_stderr": 0.012846749995797694
},
"xstory_cloze_en": {
"acc": 0.6121773659827928,
"acc_stderr": 0.012539110696551456
},
"xstory_cloze_id": {
"acc": 0.5552614162806089,
"acc_stderr": 0.01278829597020778
}
},
"versions": {
"xstory_cloze_es": 0,
"xstory_cloze_hi": 0,
"xstory_cloze_eu": 0,
"xstory_cloze_ar": 0,
"xstory_cloze_zh": 0,
"xstory_cloze_te": 0,
"xstory_cloze_sw": 0,
"xstory_cloze_ru": 0,
"xstory_cloze_my": 0,
"xstory_cloze_en": 0,
"xstory_cloze_id": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-560m/bloom-560m_xwinograd_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"xwinograd_en": {
"acc": 0.6589247311827957,
"acc_stderr": 0.009833881195698878
},
"xwinograd_pt": {
"acc": 0.6007604562737643,
"acc_stderr": 0.03025636835693898
},
"xwinograd_ru": {
"acc": 0.49206349206349204,
"acc_stderr": 0.028213077547815057
},
"xwinograd_fr": {
"acc": 0.6024096385542169,
"acc_stderr": 0.054045178247868114
},
"xwinograd_jp": {
"acc": 0.529718456725756,
"acc_stderr": 0.01612570703179889
},
"xwinograd_zh": {
"acc": 0.6765873015873016,
"acc_stderr": 0.020857221952855685
}
},
"versions": {
"xwinograd_en": 0,
"xwinograd_pt": 0,
"xwinograd_ru": 0,
"xwinograd_fr": 0,
"xwinograd_jp": 0,
"xwinograd_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-560m",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-7b1/README.md 0 → 100644
View file @ 24e3e3fa
# bloom-7b1
## bloom-7b1_bbh_3-shot.json
| Task |Version| Metric |Value| |Stderr|
|------------------------------------------------|------:|---------------------|----:|---|-----:|
|bigbench_causal_judgement | 0|multiple_choice_grade|52.11|± | 3.63|
|bigbench_date_understanding | 0|multiple_choice_grade|36.59|± | 2.51|
|bigbench_disambiguation_qa | 0|multiple_choice_grade|26.36|± | 2.75|
|bigbench_dyck_languages | 0|multiple_choice_grade|14.40|± | 1.11|
|bigbench_formal_fallacies_syllogisms_negation | 0|multiple_choice_grade|50.06|± | 0.42|
|bigbench_geometric_shapes | 0|multiple_choice_grade|20.06|± | 2.12|
| | |exact_str_match | 0.00|± | 0.00|
|bigbench_hyperbaton | 0|multiple_choice_grade|48.62|± | 0.22|
|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|26.00|± | 1.96|
|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|19.14|± | 1.49|
|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|37.00|± | 2.79|
|bigbench_movie_recommendation | 0|multiple_choice_grade|26.40|± | 1.97|
|bigbench_navigate | 0|multiple_choice_grade|49.90|± | 1.58|
|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|24.85|± | 0.97|
|bigbench_ruin_names | 0|multiple_choice_grade|34.38|± | 2.25|
|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|19.14|± | 1.25|
|bigbench_snarks | 0|multiple_choice_grade|49.72|± | 3.73|
|bigbench_sports_understanding | 0|multiple_choice_grade|50.30|± | 1.59|
|bigbench_temporal_sequences | 0|multiple_choice_grade|24.80|± | 1.37|
|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|18.40|± | 1.10|
|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|14.00|± | 0.83|
|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|37.00|± | 2.79|
## bloom-7b1_common_sense_reasoning_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge| 0|acc |30.38|± | 1.34|
| | |acc_norm|33.53|± | 1.38|
|arc_easy | 0|acc |64.94|± | 0.98|
| | |acc_norm|57.32|± | 1.01|
|boolq | 1|acc |62.87|± | 0.85|
|copa | 0|acc |72.00|± | 4.51|
|hellaswag | 0|acc |46.24|± | 0.50|
| | |acc_norm|59.68|± | 0.49|
|mc_taco | 0|em |13.59| | |
| | |f1 |50.53| | |
|openbookqa | 0|acc |25.20|± | 1.94|
| | |acc_norm|35.80|± | 2.15|
|piqa | 0|acc |72.74|± | 1.04|
| | |acc_norm|73.67|± | 1.03|
|prost | 0|acc |26.18|± | 0.32|
| | |acc_norm|30.57|± | 0.34|
|swag | 0|acc |50.25|± | 0.35|
| | |acc_norm|68.26|± | 0.33|
|winogrande | 0|acc |64.33|± | 1.35|
|wsc273 | 0|acc |81.32|± | 2.36|
## bloom-7b1_gsm8k_8-shot.json
|Task |Version|Metric|Value| |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k| 0|acc | 1.9|± | 0.38|
## bloom-7b1_mathematical_reasoning_few_shot_5-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop | 1|em | 2.51|± | 0.16|
| | |f1 | 5.09|± | 0.18|
|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 | 0.00|± | 0.00|
|math_prealgebra | 1|acc | 0.00|± | 0.00|
|math_precalc | 1|acc | 0.00|± | 0.00|
|mathqa | 0|acc |26.57|± | 0.81|
| | |acc_norm|26.53|± | 0.81|
## bloom-7b1_pawsx_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de| 0|acc |52.85|± | 1.12|
|pawsx_en| 0|acc |61.30|± | 1.09|
|pawsx_es| 0|acc |59.35|± | 1.10|
|pawsx_fr| 0|acc |50.90|± | 1.12|
|pawsx_ja| 0|acc |45.45|± | 1.11|
|pawsx_ko| 0|acc |45.10|± | 1.11|
|pawsx_zh| 0|acc |47.35|± | 1.12|
## bloom-7b1_question_answering_0-shot.json
| Task |Version| Metric |Value| |Stderr|
|-------------|------:|------------|----:|---|-----:|
|headqa_en | 0|acc |31.18|± | 0.88|
| | |acc_norm |35.56|± | 0.91|
|headqa_es | 0|acc |29.54|± | 0.87|
| | |acc_norm |34.32|± | 0.91|
|logiqa | 0|acc |20.28|± | 1.58|
| | |acc_norm |28.11|± | 1.76|
|squad2 | 1|exact | 7.82| | |
| | |f1 |12.64| | |
| | |HasAns_exact|14.84| | |
| | |HasAns_f1 |24.51| | |
| | |NoAns_exact | 0.81| | |
| | |NoAns_f1 | 0.81| | |
| | |best_exact |50.07| | |
| | |best_f1 |50.07| | |
|triviaqa | 1|acc | 5.52|± | 0.21|
|truthfulqa_mc| 1|mc1 |22.40|± | 1.46|
| | |mc2 |38.90|± | 1.40|
|webqs | 0|acc | 2.26|± | 0.33|
## bloom-7b1_reading_comprehension_0-shot.json
|Task|Version|Metric|Value| |Stderr|
|----|------:|------|----:|---|-----:|
|coqa| 1|f1 |68.83|± | 1.63|
| | |em |53.87|± | 2.00|
|drop| 1|em | 2.57|± | 0.16|
| | |f1 | 9.85|± | 0.21|
|race| 1|acc |36.56|± | 1.49|
## bloom-7b1_xcopa_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et| 0|acc | 48.2|± | 2.24|
|xcopa_ht| 0|acc | 50.8|± | 2.24|
|xcopa_id| 0|acc | 69.8|± | 2.06|
|xcopa_it| 0|acc | 52.8|± | 2.23|
|xcopa_qu| 0|acc | 50.8|± | 2.24|
|xcopa_sw| 0|acc | 51.6|± | 2.24|
|xcopa_ta| 0|acc | 59.2|± | 2.20|
|xcopa_th| 0|acc | 55.4|± | 2.23|
|xcopa_tr| 0|acc | 51.2|± | 2.24|
|xcopa_vi| 0|acc | 70.8|± | 2.04|
|xcopa_zh| 0|acc | 65.2|± | 2.13|
## bloom-7b1_xnli_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar| 0|acc |33.83|± | 0.67|
|xnli_bg| 0|acc |39.70|± | 0.69|
|xnli_de| 0|acc |39.86|± | 0.69|
|xnli_el| 0|acc |35.75|± | 0.68|
|xnli_en| 0|acc |53.91|± | 0.70|
|xnli_es| 0|acc |48.70|± | 0.71|
|xnli_fr| 0|acc |49.68|± | 0.71|
|xnli_hi| 0|acc |46.51|± | 0.70|
|xnli_ru| 0|acc |43.05|± | 0.70|
|xnli_sw| 0|acc |37.92|± | 0.69|
|xnli_th| 0|acc |34.99|± | 0.67|
|xnli_tr| 0|acc |35.09|± | 0.67|
|xnli_ur| 0|acc |42.10|± | 0.70|
|xnli_vi| 0|acc |47.05|± | 0.71|
|xnli_zh| 0|acc |35.43|± | 0.68|
## bloom-7b1_xstory_cloze_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar| 0|acc |58.57|± | 1.27|
|xstory_cloze_en| 0|acc |70.75|± | 1.17|
|xstory_cloze_es| 0|acc |66.12|± | 1.22|
|xstory_cloze_eu| 0|acc |57.18|± | 1.27|
|xstory_cloze_hi| 0|acc |60.56|± | 1.26|
|xstory_cloze_id| 0|acc |64.46|± | 1.23|
|xstory_cloze_my| 0|acc |48.97|± | 1.29|
|xstory_cloze_ru| 0|acc |52.75|± | 1.28|
|xstory_cloze_sw| 0|acc |53.94|± | 1.28|
|xstory_cloze_te| 0|acc |57.45|± | 1.27|
|xstory_cloze_zh| 0|acc |61.88|± | 1.25|
## bloom-7b1_xwinograd_0-shot.json
| Task |Version|Metric|Value| |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en| 0|acc |82.15|± | 0.79|
|xwinograd_fr| 0|acc |71.08|± | 5.01|
|xwinograd_jp| 0|acc |58.50|± | 1.59|
|xwinograd_pt| 0|acc |76.81|± | 2.61|
|xwinograd_ru| 0|acc |56.83|± | 2.80|
|xwinograd_zh| 0|acc |74.40|± | 1.95|
results/bloom/bloom-7b1/bloom-7b1_bbh_3-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"bigbench_disambiguation_qa": {
"multiple_choice_grade": 0.26356589147286824,
"multiple_choice_grade_stderr": 0.027481788262218698
},
"bigbench_logical_deduction_three_objects": {
"multiple_choice_grade": 0.37,
"multiple_choice_grade_stderr": 0.027921294063982
},
"bigbench_causal_judgement": {
"multiple_choice_grade": 0.5210526315789473,
"multiple_choice_grade_stderr": 0.03633739504773335
},
"bigbench_date_understanding": {
"multiple_choice_grade": 0.36585365853658536,
"multiple_choice_grade_stderr": 0.025108717905729792
},
"bigbench_navigate": {
"multiple_choice_grade": 0.499,
"multiple_choice_grade_stderr": 0.015819268290576817
},
"bigbench_salient_translation_error_detection": {
"multiple_choice_grade": 0.19138276553106212,
"multiple_choice_grade_stderr": 0.012458774650265594
},
"bigbench_temporal_sequences": {
"multiple_choice_grade": 0.248,
"multiple_choice_grade_stderr": 0.013663187134877651
},
"bigbench_tracking_shuffled_objects_seven_objects": {
"multiple_choice_grade": 0.14,
"multiple_choice_grade_stderr": 0.00829694743648913
},
"bigbench_ruin_names": {
"multiple_choice_grade": 0.34375,
"multiple_choice_grade_stderr": 0.02246478414865448
},
"bigbench_reasoning_about_colored_objects": {
"multiple_choice_grade": 0.2485,
"multiple_choice_grade_stderr": 0.009665432493822852
},
"bigbench_dyck_languages": {
"multiple_choice_grade": 0.144,
"multiple_choice_grade_stderr": 0.01110798754893915
},
"bigbench_logical_deduction_five_objects": {
"multiple_choice_grade": 0.26,
"multiple_choice_grade_stderr": 0.019635965529725512
},
"bigbench_sports_understanding": {
"multiple_choice_grade": 0.5030425963488844,
"multiple_choice_grade_stderr": 0.015931029729145698
},
"bigbench_tracking_shuffled_objects_three_objects": {
"multiple_choice_grade": 0.37,
"multiple_choice_grade_stderr": 0.027921294063982
},
"bigbench_geometric_shapes": {
"multiple_choice_grade": 0.20055710306406685,
"multiple_choice_grade_stderr": 0.021162707757982353,
"exact_str_match": 0.0,
"exact_str_match_stderr": 0.0
},
"bigbench_hyperbaton": {
"multiple_choice_grade": 0.48618,
"multiple_choice_grade_stderr": 0.0022352360227943418
},
"bigbench_logical_deduction_seven_objects": {
"multiple_choice_grade": 0.19142857142857142,
"multiple_choice_grade_stderr": 0.014880721436998012
},
"bigbench_snarks": {
"multiple_choice_grade": 0.4972375690607735,
"multiple_choice_grade_stderr": 0.037267230837657574
},
"bigbench_formal_fallacies_syllogisms_negation": {
"multiple_choice_grade": 0.5005633802816901,
"multiple_choice_grade_stderr": 0.004196051878850066
},
"bigbench_tracking_shuffled_objects_five_objects": {
"multiple_choice_grade": 0.184,
"multiple_choice_grade_stderr": 0.010964094540602657
},
"bigbench_movie_recommendation": {
"multiple_choice_grade": 0.264,
"multiple_choice_grade_stderr": 0.019732885585922087
}
},
"versions": {
"bigbench_disambiguation_qa": 0,
"bigbench_logical_deduction_three_objects": 0,
"bigbench_causal_judgement": 0,
"bigbench_date_understanding": 0,
"bigbench_navigate": 0,
"bigbench_salient_translation_error_detection": 0,
"bigbench_temporal_sequences": 0,
"bigbench_tracking_shuffled_objects_seven_objects": 0,
"bigbench_ruin_names": 0,
"bigbench_reasoning_about_colored_objects": 0,
"bigbench_dyck_languages": 0,
"bigbench_logical_deduction_five_objects": 0,
"bigbench_sports_understanding": 0,
"bigbench_tracking_shuffled_objects_three_objects": 0,
"bigbench_geometric_shapes": 0,
"bigbench_hyperbaton": 0,
"bigbench_logical_deduction_seven_objects": 0,
"bigbench_snarks": 0,
"bigbench_formal_fallacies_syllogisms_negation": 0,
"bigbench_tracking_shuffled_objects_five_objects": 0,
"bigbench_movie_recommendation": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-7b1,use_accelerate=True",
"num_fewshot": 3,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-7b1/bloom-7b1_common_sense_reasoning_0-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"copa": {
"acc": 0.72,
"acc_stderr": 0.04512608598542127
},
"winogrande": {
"acc": 0.6432517758484609,
"acc_stderr": 0.013463393958028726
},
"piqa": {
"acc": 0.7274211099020674,
"acc_stderr": 0.010389256803296021,
"acc_norm": 0.7366702937976061,
"acc_norm_stderr": 0.010276185322196764
},
"arc_challenge": {
"acc": 0.3037542662116041,
"acc_stderr": 0.013438909184778757,
"acc_norm": 0.33532423208191126,
"acc_norm_stderr": 0.013796182947785564
},
"arc_easy": {
"acc": 0.6494107744107744,
"acc_stderr": 0.009791003829831557,
"acc_norm": 0.5732323232323232,
"acc_norm_stderr": 0.010149141043955626
},
"boolq": {
"acc": 0.6287461773700306,
"acc_stderr": 0.008450174658715903
},
"wsc273": {
"acc": 0.8131868131868132,
"acc_stderr": 0.023632761722644544
},
"openbookqa": {
"acc": 0.252,
"acc_stderr": 0.019435727282249536,
"acc_norm": 0.358,
"acc_norm_stderr": 0.021461434862859122
},
"prost": {
"acc": 0.26184884713919726,
"acc_stderr": 0.003211967450351038,
"acc_norm": 0.30572160546541416,
"acc_norm_stderr": 0.003365914208405272
},
"mc_taco": {
"em": 0.13588588588588588,
"f1": 0.5052611696967991
},
"hellaswag": {
"acc": 0.4623580959968134,
"acc_stderr": 0.0049756211474061025,
"acc_norm": 0.5967934674367655,
"acc_norm_stderr": 0.0048953903414456264
},
"swag": {
"acc": 0.5024992502249325,
"acc_stderr": 0.0035350478846161142,
"acc_norm": 0.6825952214335699,
"acc_norm_stderr": 0.0032909332559412758
}
},
"versions": {
"copa": 0,
"winogrande": 0,
"piqa": 0,
"arc_challenge": 0,
"arc_easy": 0,
"boolq": 1,
"wsc273": 0,
"openbookqa": 0,
"prost": 0,
"mc_taco": 0,
"hellaswag": 0,
"swag": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-7b1,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-7b1/bloom-7b1_gsm8k_8-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"gsm8k": {
"acc": 0.018953752843062926,
"acc_stderr": 0.0037560783410314704
}
},
"versions": {
"gsm8k": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-7b1,use_accelerate=True",
"num_fewshot": 8,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/bloom/bloom-7b1/bloom-7b1_mathematical_reasoning_few_shot_5-shot.json 0 → 100644
View file @ 24e3e3fa
{
"results": {
"mathqa": {
"acc": 0.26566164154103855,
"acc_stderr": 0.008085616216226046,
"acc_norm": 0.26532663316582916,
"acc_norm_stderr": 0.008082359462649721
},
"math_prealgebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"drop": {
"em": 0.02506291946308725,
"em_stderr": 0.0016008246934367681,
"f1": 0.05092911073825512,
"f1_stderr": 0.0017766603696206904
},
"math_precalc": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_geometry": {
"acc": 0.0,
"acc_stderr": 0.0
},
"gsm8k": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_counting_and_prob": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_num_theory": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_algebra": {
"acc": 0.0,
"acc_stderr": 0.0
},
"math_intermediate_algebra": {
"acc": 0.0,
"acc_stderr": 0.0
}
},
"versions": {
"mathqa": 0,
"math_prealgebra": 1,
"drop": 1,
"math_precalc": 1,
"math_geometry": 1,
"gsm8k": 0,
"math_counting_and_prob": 1,
"math_num_theory": 1,
"math_algebra": 1,
"math_intermediate_algebra": 1
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=bigscience/bloom-7b1,use_accelerate=True",
"num_fewshot": 5,
"batch_size": "auto",
"device": "cuda:0",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment