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Make CodeEval respect device_eval_batch_size #956

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merged 11 commits into from
Mar 1, 2024
Merged

Make CodeEval respect device_eval_batch_size #956

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b7511c5
Make CodeEval respect device_eval_batch_size
josejg Feb 14, 2024
fb1117c
generation_kwargs passed
josejg Feb 7, 2024
df394cb
fix
josejg Feb 14, 2024
da6703c
Fix configs
josejg Feb 14, 2024
964539e
Merge branch 'main' into batch_code_eval
dakinggg Feb 15, 2024
9e7075b
Raise error
josejg Feb 15, 2024
d8d4429
Merge branch 'batch_code_eval' of github.com:mosaicml/llm-foundry int…
josejg Feb 15, 2024
7054d05
Merge branch 'main' into batch_code_eval
dakinggg Feb 27, 2024
55bdec7
update num_beams
maxisawesome Feb 29, 2024
8453a61
Merge branch 'main' into batch_code_eval
dakinggg Mar 1, 2024
3cc2bef
num_beams is used in this test
maxisawesome Mar 1, 2024
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11 changes: 8 additions & 3 deletions llmfoundry/utils/builders.py
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Original file line number Diff line number Diff line change
Expand Up @@ -498,10 +498,15 @@ def _validate_cfg(icl_cfg: DictConfig):
icl_cfg.batch_size = default_batch_size
if 'pass_at_k' not in icl_cfg:
icl_cfg.pass_at_k = 1
if 'num_beams' not in icl_cfg:
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icl_cfg.num_beams = 20
if 'fewshot_random_seed' not in icl_cfg:
icl_cfg.fewshot_random_seed = 1234
if 'generations_per_sample' not in icl_cfg:
icl_cfg.generations_per_sample = 1

if 'num_beams' in icl_cfg:
raise ValueError(
'num_beams is no longer supported as a top level icl_task parameter.' + \
'Please use generation_kwargs.num_beams instead.')

for icl_cfg in icl_tasks_list:
assert isinstance(icl_cfg, DictConfig)
Expand Down Expand Up @@ -547,7 +552,7 @@ def _validate_cfg(icl_cfg: DictConfig):
destination_path=destination_path,
fewshot_random_seed=icl_cfg.fewshot_random_seed,
pass_at_k=icl_cfg.pass_at_k,
generations_per_sample=icl_cfg.num_beams,
generations_per_sample=icl_cfg.generations_per_sample,
has_categories=icl_cfg.get('has_categories', False),
cot_delimiter=icl_cfg.get('cot_delimiter', ''),
generation_kwargs=icl_cfg.get('generation_kwargs', {}),
Expand Down
16 changes: 8 additions & 8 deletions scripts/eval/yamls/coding_tasks.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -4,62 +4,62 @@ icl_tasks:
dataset_uri: eval/local_data/programming/human_eval.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_cpp
dataset_uri: eval/local_data/programming/processed_human_eval_cpp.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_js
dataset_uri: eval/local_data/programming/processed_human_eval_js.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_return_simple
dataset_uri: eval/local_data/programming/human_eval_return_simple.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_return_complex
dataset_uri: eval/local_data/programming/human_eval_return_complex.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_25
dataset_uri: eval/local_data/programming/human_eval-0.25.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_50
dataset_uri: eval/local_data/programming/human_eval-0.5.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
-
label: human_eval_75
dataset_uri: eval/local_data/programming/human_eval-0.75.jsonl # ADD YOUR OWN DATASET URI
num_fewshot: [0]
pass_at_k: 1
num_beams: 5
generations_per_sample: 5
batch_size: 1
icl_task_type: code_evaluation
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