eval_id string | eval_set_id string | run_id string | task_id string | log string | created timestamp[ns, tz=UTC] | tags string | git_origin string | git_commit string | packages string | metadata string | task_name string | task_display_name string | task_version int64 | task_file string | task_attribs string | task_arg_solver string | solver string | solver_args string | sandbox_type string | sandbox_config string | model string | model_base_url string | model_args string | model_generate_config string | model_roles string | dataset_name string | dataset_location string | dataset_samples int64 | dataset_sample_ids string | dataset_shuffled bool | epochs int64 | epochs_reducer string | approval string | message_limit string | token_limit string | time_limit string | working_limit string | status string | error_message string | error_traceback string | total_samples int64 | completed_samples int64 | score_headline_name string | score_headline_metric string | score_headline_value float64 | score_headline_stderr string | score_bfcl_scorer_accuracy float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ZCY875LPPJ9waCXB5pLzE3 | null | NB7mAYgeS4PuaqXMjooKm2 | 8zkPY6DUv9oVhN3vbLa9x9 | hf://datasets/dvilasuero/bfcl-kimi/logs/2025-11-25T14-39-23+00-00_bfcl_8zkPY6DUv9oVhN3vbLa9x9.eval | 2025-11-25T14:39:23 | null | null | {"inspect_ai": "0.3.147.dev16+g17cd6f3c"} | null | bfcl | bfcl | 0 | null | {} | {"type": "solver", "name": "inspect_evals/bfcl_solver", "params": {}} | null | null | null | null | hf-inference-providers/moonshotai/Kimi-K2-Thinking:fastest | https://router.huggingface.co/v1 | https://router.huggingface.co/v1 | {} | {} | gorilla-llm/Berkeley-Function-Calling-Leaderboard | gorilla-llm/Berkeley-Function-Calling-Leaderboard | 100 | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100] | false | 1 | ["mean"] | null | null | null | null | null | success | null | null | 100 | 100 | bfcl_scorer | accuracy | 0.9 | null | 0.9 |
bfcl-kimi Evaluation Results
Eval created with evaljobs.
This dataset contains evaluation results for the model hf-inference-providers/moonshotai/Kimi-K2-Thinking:fastest using the eval inspect_evals/bfcl from Inspect Evals.
To browse the results interactively, visit this Space.
How to Run This Eval
pip install git+https://github.com/dvsrepo/evaljobs.git
export HF_TOKEN=your_token_here
evaljobs dvilasuero/bfcl-kimi \
--model <your-model> \
--name <your-name> \
--flavor cpu-basic
Note: For model selection, see the Inspect AI providers documentation. Common examples:
- Hugging Face models:
hf/meta-llama/Llama-3.1-8B-Instruct(requires--flavorwith GPU, e.g.,--flavor t4-medium) - HF Inference Providers:
hf-inference-providers/openai/gpt-oss-120b:fastest(use--flavor cpu-basicor omit)
Splits
- evals: Evaluation runs metadata (one row per evaluation run)
- samples: Sample-level data (one row per sample)
Loading
from datasets import load_dataset
evals = load_dataset('dvilasuero/bfcl-kimi', split='evals')
samples = load_dataset('dvilasuero/bfcl-kimi', split='samples')
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