---
pretty_name: mfs_tooling_v7
configs:
  - config_name: mfs_tooling_v7__23-980
    data_files: data/mfs_tooling_v7__23-980/*.parquet
    default: true
  - config_name: mfs_tooling_v7__22-979
    data_files: data/mfs_tooling_v7__22-979/*.parquet
  - config_name: mfs_tooling_v7__21-978
    data_files: data/mfs_tooling_v7__21-978/*.parquet
  - config_name: mfs_tooling_v7__20-977
    data_files: data/mfs_tooling_v7__20-977/*.parquet
  - config_name: mfs_tooling_v7__19-976
    data_files: data/mfs_tooling_v7__19-976/*.parquet
  - config_name: mfs_tooling_v7__18-975
    data_files: data/mfs_tooling_v7__18-975/*.parquet
  - config_name: mfs_tooling_v7__17-974
    data_files: data/mfs_tooling_v7__17-974/*.parquet
  - config_name: mfs_tooling_v7__16-973
    data_files: data/mfs_tooling_v7__16-973/*.parquet
  - config_name: mfs_tooling_v7__15-972
    data_files: data/mfs_tooling_v7__15-972/*.parquet
  - config_name: mfs_tooling_v7__14-971
    data_files: data/mfs_tooling_v7__14-971/*.parquet
  - config_name: mfs_tooling_v7__13-970
    data_files: data/mfs_tooling_v7__13-970/*.parquet
  - config_name: mfs_tooling_v7__12-969
    data_files: data/mfs_tooling_v7__12-969/*.parquet
  - config_name: mfs_tooling_v7__11-968
    data_files: data/mfs_tooling_v7__11-968/*.parquet
  - config_name: mfs_tooling_v7__10-967
    data_files: data/mfs_tooling_v7__10-967/*.parquet
  - config_name: mfs_tooling_v7__9-966
    data_files: data/mfs_tooling_v7__9-966/*.parquet
  - config_name: mfs_tooling_v7__8-965
    data_files: data/mfs_tooling_v7__8-965/*.parquet
  - config_name: mfs_tooling_v7__7-964
    data_files: data/mfs_tooling_v7__7-964/*.parquet
  - config_name: mfs_tooling_v7__6-963
    data_files: data/mfs_tooling_v7__6-963/*.parquet
  - config_name: mfs_tooling_v7__5-962
    data_files: data/mfs_tooling_v7__5-962/*.parquet
  - config_name: mfs_tooling_v7__4-961
    data_files: data/mfs_tooling_v7__4-961/*.parquet
  - config_name: mfs_tooling_v7__3-960
    data_files: data/mfs_tooling_v7__3-960/*.parquet
  - config_name: mfs_tooling_v7__2-959
    data_files: data/mfs_tooling_v7__2-959/*.parquet
  - config_name: mfs_tooling_v7__1-958
    data_files: data/mfs_tooling_v7__1-958/*.parquet
  - config_name: mfs_tooling_v7__0-957
    data_files: data/mfs_tooling_v7__0-957/*.parquet
tags:
  - evalap
  - evaluation
  - llm
---

# mfs_tooling_v7 (ID: 50)

Evaluating tooling capabilities.  
embedding model: BAAI/bge-m3  
collections: chunks-v6, limit=10

## Overview

This dataset contains **24 experiments** 
from the EvalAP evaluation platform.

**Datasets:** MFS_questions_v01

**Models evaluated:** meta-llama/Llama-3.1-8B-Instruct, mistralai/Mistral-Small-3.1-24B-Instruct-2503

**Metrics:** generation_time, judge_precision, nb_tool_calls, output_length


## Scores

### MFS_questions_v01

| model                                         | generation_time   | judge_precision   | nb_tool_calls   | output_length   |
|:----------------------------------------------|:------------------|:------------------|:----------------|:----------------|
| mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 17.15 ± 7.84      | 0.39 ± 0.49       | 0.47 ± 0.50     | 250.73 ± 103.93 |
| meta-llama/Llama-3.1-8B-Instruct              | 8.95 ± 27.70      | 0.20 ± 0.40       | 0.96 ± 0.79     | 185.96 ± 100.71 |



## Usage

Use the dropdown above to select an experiment configuration.