crumb/askmistral-2-15-111m

Model Card for Model ID

Model Details

Model Description

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
arc_challenge	1	none	25	acc	0.1792	±	0.0112
		none	25	acc_norm	0.2065	±	0.0118
truthfulqa_mc2	2	none	0	acc	0.4553	±	0.0154
winogrande	1	none	5	acc	0.4972	±	0.0141
hellaswag	1	none	10	acc	0.2703	±	0.0044
		none	10	acc_norm	0.2796	±	0.0045
gsm8k	3	strict-match	5	exact_match	0.0000	±	0.0000
		flexible-extract	5	exact_match	0.0144	±	0.0033

(0.24656842105263158, 0.004373961821155628)

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
world_religions	0	none	5	acc	0.2573	±	0.0335
virology	0	none	5	acc	0.2831	±	0.0351
us_foreign_policy	0	none	5	acc	0.2500	±	0.0435
sociology	0	none	5	acc	0.2438	±	0.0304
security_studies	0	none	5	acc	0.2327	±	0.0270
public_relations	0	none	5	acc	0.2273	±	0.0401
professional_psychology	0	none	5	acc	0.2500	±	0.0175
professional_medicine	0	none	5	acc	0.4485	±	0.0302
professional_law	0	none	5	acc	0.2458	±	0.0110
professional_accounting	0	none	5	acc	0.2624	±	0.0262
prehistory	0	none	5	acc	0.2130	±	0.0228
philosophy	0	none	5	acc	0.1929	±	0.0224
nutrition	0	none	5	acc	0.2222	±	0.0238
moral_scenarios	0	none	5	acc	0.2380	±	0.0142
moral_disputes	0	none	5	acc	0.2486	±	0.0233
miscellaneous	0	none	5	acc	0.2644	±	0.0158
medical_genetics	0	none	5	acc	0.3000	±	0.0461
marketing	0	none	5	acc	0.1752	±	0.0249
management	0	none	5	acc	0.1748	±	0.0376
machine_learning	0	none	5	acc	0.2500	±	0.0411
logical_fallacies	0	none	5	acc	0.2945	±	0.0358
jurisprudence	0	none	5	acc	0.2593	±	0.0424
international_law	0	none	5	acc	0.2479	±	0.0394
human_sexuality	0	none	5	acc	0.2595	±	0.0384
human_aging	0	none	5	acc	0.2466	±	0.0289
high_school_world_history	0	none	5	acc	0.2911	±	0.0296
high_school_us_history	0	none	5	acc	0.2794	±	0.0315
high_school_statistics	0	none	5	acc	0.4722	±	0.0340
high_school_psychology	0	none	5	acc	0.1927	±	0.0169
high_school_physics	0	none	5	acc	0.1987	±	0.0326
high_school_microeconomics	0	none	5	acc	0.2227	±	0.0270
high_school_mathematics	0	none	5	acc	0.2667	±	0.0270
high_school_macroeconomics	0	none	5	acc	0.2103	±	0.0207
high_school_government_and_politics	0	none	5	acc	0.2435	±	0.0310
high_school_geography	0	none	5	acc	0.1717	±	0.0269
high_school_european_history	0	none	5	acc	0.2485	±	0.0337
high_school_computer_science	0	none	5	acc	0.2700	±	0.0446
high_school_chemistry	0	none	5	acc	0.2906	±	0.0319
high_school_biology	0	none	5	acc	0.2774	±	0.0255
global_facts	0	none	5	acc	0.1600	±	0.0368
formal_logic	0	none	5	acc	0.1508	±	0.0320
elementary_mathematics	0	none	5	acc	0.2540	±	0.0224
electrical_engineering	0	none	5	acc	0.2414	±	0.0357
econometrics	0	none	5	acc	0.2544	±	0.0410
conceptual_physics	0	none	5	acc	0.2638	±	0.0288
computer_security	0	none	5	acc	0.2600	±	0.0441
college_physics	0	none	5	acc	0.2157	±	0.0409
college_medicine	0	none	5	acc	0.2081	±	0.0310
college_mathematics	0	none	5	acc	0.2300	±	0.0423
college_computer_science	0	none	5	acc	0.3100	±	0.0465
college_chemistry	0	none	5	acc	0.2000	±	0.0402
college_biology	0	none	5	acc	0.2431	±	0.0359
clinical_knowledge	0	none	5	acc	0.2415	±	0.0263
business_ethics	0	none	5	acc	0.1600	±	0.0368
astronomy	0	none	5	acc	0.1776	±	0.0311
anatomy	0	none	5	acc	0.3407	±	0.0409
abstract_algebra	0	none	5	acc	0.2200	±	0.0416

• Developed by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [More Information Needed]
• Model type: [More Information Needed]
• Language(s) (NLP): [More Information Needed]
• License: [More Information Needed]
• Finetuned from model [optional]: [More Information Needed]

Model Sources [optional]

• Repository: [More Information Needed]
• Paper [optional]: [More Information Needed]
• Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Downstream Use [optional]

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

How to Get Started with the Model

Use the code below to get started with the model.

[More Information Needed]

Training Details

Training Data

[More Information Needed]

Training Procedure

Preprocessing [optional]

[More Information Needed]

Training Hyperparameters

• Training regime: [More Information Needed]

Speeds, Sizes, Times [optional]

[More Information Needed]

Evaluation

Testing Data, Factors & Metrics

Testing Data

[More Information Needed]

Factors

[More Information Needed]

Metrics

[More Information Needed]

Results

[More Information Needed]

Summary

Model Examination [optional]

[More Information Needed]

Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

• Hardware Type: [More Information Needed]
• Hours used: [More Information Needed]
• Cloud Provider: [More Information Needed]
• Compute Region: [More Information Needed]
• Carbon Emitted: [More Information Needed]

Technical Specifications [optional]

Model Architecture and Objective

[More Information Needed]

Compute Infrastructure

[More Information Needed]

Hardware

[More Information Needed]

Software

[More Information Needed]

Citation [optional]

BibTeX:

[More Information Needed]

APA:

[More Information Needed]

Glossary [optional]

[More Information Needed]

More Information [optional]

[More Information Needed]

Model Card Authors [optional]

[More Information Needed]

Model Card Contact

[More Information Needed]