crumb/536137-augmented-mappings-small-control

Model Card for Model ID

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
arc_challenge	1	none	25	acc	0.1741	±	0.0111
		none	25	acc_norm	0.2304	±	0.0123
truthfulqa_mc2	2	none	0	acc	0.4616	±	0.0156
winogrande	1	none	5	acc	0.5107	±	0.014
hellaswag	1	none	10	acc	0.2753	±	0.0045
		none	10	acc_norm	0.2857	±	0.0045
gsm8k	3	strict-match	5	exact_match	0.0061	±	0.0021
		flexible-extract	5	exact_match	0.0129	±	0.0031

MMLU (0.2534122807017544, 0.004405796567928279)

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
world_religions	0	none	5	acc	0.2222	±	0.0319
virology	0	none	5	acc	0.1988	±	0.0311
us_foreign_policy	0	none	5	acc	0.2300	±	0.0423
sociology	0	none	5	acc	0.2338	±	0.0299
security_studies	0	none	5	acc	0.3673	±	0.0309
public_relations	0	none	5	acc	0.2273	±	0.0401
professional_psychology	0	none	5	acc	0.2402	±	0.0173
professional_medicine	0	none	5	acc	0.4265	±	0.0300
professional_law	0	none	5	acc	0.2419	±	0.0109
professional_accounting	0	none	5	acc	0.2589	±	0.0261
prehistory	0	none	5	acc	0.2716	±	0.0247
philosophy	0	none	5	acc	0.2412	±	0.0243
nutrition	0	none	5	acc	0.2516	±	0.0248
moral_scenarios	0	none	5	acc	0.2514	±	0.0145
moral_disputes	0	none	5	acc	0.2139	±	0.0221
miscellaneous	0	none	5	acc	0.2644	±	0.0158
medical_genetics	0	none	5	acc	0.3000	±	0.0461
marketing	0	none	5	acc	0.1923	±	0.0258
management	0	none	5	acc	0.1942	±	0.0392
machine_learning	0	none	5	acc	0.2500	±	0.0411
logical_fallacies	0	none	5	acc	0.2638	±	0.0346
jurisprudence	0	none	5	acc	0.1759	±	0.0368
international_law	0	none	5	acc	0.3554	±	0.0437
human_sexuality	0	none	5	acc	0.2443	±	0.0377
human_aging	0	none	5	acc	0.1928	±	0.0265
high_school_world_history	0	none	5	acc	0.2700	±	0.0289
high_school_us_history	0	none	5	acc	0.2990	±	0.0321
high_school_statistics	0	none	5	acc	0.4074	±	0.0335
high_school_psychology	0	none	5	acc	0.2422	±	0.0184
high_school_physics	0	none	5	acc	0.2053	±	0.0330
high_school_microeconomics	0	none	5	acc	0.2479	±	0.0280
high_school_mathematics	0	none	5	acc	0.2815	±	0.0274
high_school_macroeconomics	0	none	5	acc	0.2128	±	0.0208
high_school_government_and_politics	0	none	5	acc	0.2435	±	0.0310
high_school_geography	0	none	5	acc	0.3232	±	0.0333
high_school_european_history	0	none	5	acc	0.2848	±	0.0352
high_school_computer_science	0	none	5	acc	0.2800	±	0.0451
high_school_chemistry	0	none	5	acc	0.2906	±	0.0319
high_school_biology	0	none	5	acc	0.3032	±	0.0261
global_facts	0	none	5	acc	0.1600	±	0.0368
formal_logic	0	none	5	acc	0.1429	±	0.0313
elementary_mathematics	0	none	5	acc	0.2434	±	0.0221
electrical_engineering	0	none	5	acc	0.2483	±	0.0360
econometrics	0	none	5	acc	0.2544	±	0.0410
conceptual_physics	0	none	5	acc	0.3064	±	0.0301
computer_security	0	none	5	acc	0.1700	±	0.0378
college_physics	0	none	5	acc	0.2745	±	0.0444
college_medicine	0	none	5	acc	0.2601	±	0.0335
college_mathematics	0	none	5	acc	0.2500	±	0.0435
college_computer_science	0	none	5	acc	0.2900	±	0.0456
college_chemistry	0	none	5	acc	0.2400	±	0.0429
college_biology	0	none	5	acc	0.2500	±	0.0362
clinical_knowledge	0	none	5	acc	0.2075	±	0.0250
business_ethics	0	none	5	acc	0.2000	±	0.0402
astronomy	0	none	5	acc	0.1974	±	0.0324
anatomy	0	none	5	acc	0.3185	±	0.0402
abstract_algebra	0	none	5	acc	0.2300	±	0.0423

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

• 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]