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---
pretty_name: mfs_variability_v2
configs:
  - config_name: mfs_variability_v2__69-271
    data_files: data/mfs_variability_v2__69-271/*.parquet
    default: true
  - config_name: mfs_variability_v2__68-270
    data_files: data/mfs_variability_v2__68-270/*.parquet
  - config_name: mfs_variability_v2__67-269
    data_files: data/mfs_variability_v2__67-269/*.parquet
  - config_name: mfs_variability_v2__66-268
    data_files: data/mfs_variability_v2__66-268/*.parquet
  - config_name: mfs_variability_v2__65-267
    data_files: data/mfs_variability_v2__65-267/*.parquet
  - config_name: mfs_variability_v2__64-266
    data_files: data/mfs_variability_v2__64-266/*.parquet
  - config_name: mfs_variability_v2__63-265
    data_files: data/mfs_variability_v2__63-265/*.parquet
  - config_name: mfs_variability_v2__62-264
    data_files: data/mfs_variability_v2__62-264/*.parquet
  - config_name: mfs_variability_v2__61-263
    data_files: data/mfs_variability_v2__61-263/*.parquet
  - config_name: mfs_variability_v2__60-262
    data_files: data/mfs_variability_v2__60-262/*.parquet
  - config_name: mfs_variability_v2__59-261
    data_files: data/mfs_variability_v2__59-261/*.parquet
  - config_name: mfs_variability_v2__58-260
    data_files: data/mfs_variability_v2__58-260/*.parquet
  - config_name: mfs_variability_v2__57-259
    data_files: data/mfs_variability_v2__57-259/*.parquet
  - config_name: mfs_variability_v2__56-258
    data_files: data/mfs_variability_v2__56-258/*.parquet
  - config_name: mfs_variability_v2__55-257
    data_files: data/mfs_variability_v2__55-257/*.parquet
  - config_name: mfs_variability_v2__54-256
    data_files: data/mfs_variability_v2__54-256/*.parquet
  - config_name: mfs_variability_v2__53-255
    data_files: data/mfs_variability_v2__53-255/*.parquet
  - config_name: mfs_variability_v2__52-254
    data_files: data/mfs_variability_v2__52-254/*.parquet
  - config_name: mfs_variability_v2__51-253
    data_files: data/mfs_variability_v2__51-253/*.parquet
  - config_name: mfs_variability_v2__50-252
    data_files: data/mfs_variability_v2__50-252/*.parquet
  - config_name: mfs_variability_v2__49-251
    data_files: data/mfs_variability_v2__49-251/*.parquet
  - config_name: mfs_variability_v2__48-250
    data_files: data/mfs_variability_v2__48-250/*.parquet
  - config_name: mfs_variability_v2__47-249
    data_files: data/mfs_variability_v2__47-249/*.parquet
  - config_name: mfs_variability_v2__46-248
    data_files: data/mfs_variability_v2__46-248/*.parquet
  - config_name: mfs_variability_v2__45-247
    data_files: data/mfs_variability_v2__45-247/*.parquet
  - config_name: mfs_variability_v2__44-246
    data_files: data/mfs_variability_v2__44-246/*.parquet
  - config_name: mfs_variability_v2__43-245
    data_files: data/mfs_variability_v2__43-245/*.parquet
  - config_name: mfs_variability_v2__42-244
    data_files: data/mfs_variability_v2__42-244/*.parquet
  - config_name: mfs_variability_v2__41-243
    data_files: data/mfs_variability_v2__41-243/*.parquet
  - config_name: mfs_variability_v2__40-242
    data_files: data/mfs_variability_v2__40-242/*.parquet
  - config_name: mfs_variability_v2__39-241
    data_files: data/mfs_variability_v2__39-241/*.parquet
  - config_name: mfs_variability_v2__38-240
    data_files: data/mfs_variability_v2__38-240/*.parquet
  - config_name: mfs_variability_v2__37-239
    data_files: data/mfs_variability_v2__37-239/*.parquet
  - config_name: mfs_variability_v2__36-238
    data_files: data/mfs_variability_v2__36-238/*.parquet
  - config_name: mfs_variability_v2__35-237
    data_files: data/mfs_variability_v2__35-237/*.parquet
  - config_name: mfs_variability_v2__34-236
    data_files: data/mfs_variability_v2__34-236/*.parquet
  - config_name: mfs_variability_v2__33-235
    data_files: data/mfs_variability_v2__33-235/*.parquet
  - config_name: mfs_variability_v2__32-234
    data_files: data/mfs_variability_v2__32-234/*.parquet
  - config_name: mfs_variability_v2__31-233
    data_files: data/mfs_variability_v2__31-233/*.parquet
  - config_name: mfs_variability_v2__30-232
    data_files: data/mfs_variability_v2__30-232/*.parquet
  - config_name: mfs_variability_v2__29-231
    data_files: data/mfs_variability_v2__29-231/*.parquet
  - config_name: mfs_variability_v2__28-230
    data_files: data/mfs_variability_v2__28-230/*.parquet
  - config_name: mfs_variability_v2__27-229
    data_files: data/mfs_variability_v2__27-229/*.parquet
  - config_name: mfs_variability_v2__26-228
    data_files: data/mfs_variability_v2__26-228/*.parquet
  - config_name: mfs_variability_v2__25-227
    data_files: data/mfs_variability_v2__25-227/*.parquet
  - config_name: mfs_variability_v2__24-226
    data_files: data/mfs_variability_v2__24-226/*.parquet
  - config_name: mfs_variability_v2__23-225
    data_files: data/mfs_variability_v2__23-225/*.parquet
  - config_name: mfs_variability_v2__22-224
    data_files: data/mfs_variability_v2__22-224/*.parquet
  - config_name: mfs_variability_v2__21-223
    data_files: data/mfs_variability_v2__21-223/*.parquet
  - config_name: mfs_variability_v2__20-222
    data_files: data/mfs_variability_v2__20-222/*.parquet
  - config_name: mfs_variability_v2__19-221
    data_files: data/mfs_variability_v2__19-221/*.parquet
  - config_name: mfs_variability_v2__18-220
    data_files: data/mfs_variability_v2__18-220/*.parquet
  - config_name: mfs_variability_v2__17-219
    data_files: data/mfs_variability_v2__17-219/*.parquet
  - config_name: mfs_variability_v2__16-218
    data_files: data/mfs_variability_v2__16-218/*.parquet
  - config_name: mfs_variability_v2__15-217
    data_files: data/mfs_variability_v2__15-217/*.parquet
  - config_name: mfs_variability_v2__14-216
    data_files: data/mfs_variability_v2__14-216/*.parquet
  - config_name: mfs_variability_v2__13-215
    data_files: data/mfs_variability_v2__13-215/*.parquet
  - config_name: mfs_variability_v2__12-214
    data_files: data/mfs_variability_v2__12-214/*.parquet
  - config_name: mfs_variability_v2__11-213
    data_files: data/mfs_variability_v2__11-213/*.parquet
  - config_name: mfs_variability_v2__10-212
    data_files: data/mfs_variability_v2__10-212/*.parquet
  - config_name: mfs_variability_v2__9-211
    data_files: data/mfs_variability_v2__9-211/*.parquet
  - config_name: mfs_variability_v2__8-210
    data_files: data/mfs_variability_v2__8-210/*.parquet
  - config_name: mfs_variability_v2__7-209
    data_files: data/mfs_variability_v2__7-209/*.parquet
  - config_name: mfs_variability_v2__6-208
    data_files: data/mfs_variability_v2__6-208/*.parquet
  - config_name: mfs_variability_v2__5-207
    data_files: data/mfs_variability_v2__5-207/*.parquet
  - config_name: mfs_variability_v2__4-206
    data_files: data/mfs_variability_v2__4-206/*.parquet
  - config_name: mfs_variability_v2__3-205
    data_files: data/mfs_variability_v2__3-205/*.parquet
  - config_name: mfs_variability_v2__2-204
    data_files: data/mfs_variability_v2__2-204/*.parquet
  - config_name: mfs_variability_v2__1-203
    data_files: data/mfs_variability_v2__1-203/*.parquet
  - config_name: mfs_variability_v2__0-202
    data_files: data/mfs_variability_v2__0-202/*.parquet
tags:
  - evalap
  - evaluation
  - llm
---

# mfs_variability_v2 (ID: 10)

Comparing some models variability.

## Overview

This dataset contains **70 experiments** 
from the EvalAP evaluation platform.

**Datasets:** MFS_questions_v01

**Models evaluated:** AgentPublic/llama3-instruct-guillaumetell, google/gemma-2-9b-it, meta-llama/Llama-3.1-8B-Instruct, meta-llama/Llama-3.2-3B-Instruct, meta-llama/Llama-3.3-70B-Instruct, neuralmagic/Meta-Llama-3.1-70B-Instruct-FP8

**Metrics:** answer_relevancy, generation_time, judge_exactness, judge_notator, output_length


## Scores

### MFS_questions_v01

| model                                       | answer_relevancy   | generation_time   | judge_exactness   | judge_notator   | output_length   |
|:--------------------------------------------|:-------------------|:------------------|:------------------|:----------------|:----------------|
| AgentPublic/llama3-instruct-guillaumetell   | 0.78 ± 0.26        | 5.50 ± 3.29       | 0.13 ± 0.33       | 5.28 ± 2.64     | 133.25 ± 69.29  |
| meta-llama/Llama-3.1-8B-Instruct            | 0.80 ± 0.23        | 7.51 ± 21.60      | 0.05 ± 0.22       | 4.27 ± 2.57     | 212.47 ± 124.94 |
| meta-llama/Llama-3.3-70B-Instruct           | 0.85 ± 0.19        | 12.27 ± 4.26      | 0.04 ± 0.19       | 4.34 ± 2.39     | 339.05 ± 110.87 |
| neuralmagic/Meta-Llama-3.1-70B-Instruct-FP8 | 0.89 ± 0.16        | 16.82 ± 14.30     | 0.07 ± 0.25       | 4.77 ± 2.43     | 266.96 ± 110.46 |
| meta-llama/Llama-3.2-3B-Instruct            | 0.74 ± 0.25        | 2.48 ± 0.99       | 0.00 ± 0.00       | 2.88 ± 1.71     | 320.40 ± 121.72 |
| google/gemma-2-9b-it                        | 0.77 ± 0.22        | 31.30 ± 74.68     | 0.05 ± 0.21       | 4.37 ± 2.18     | 229.90 ± 91.77  |



## Usage

Use the dropdown above to select an experiment configuration.