Home Explore Help
Sign In
ICILearn
/
learnopencv
mirror of https://github.com/spmallick/learnopencv.git
Watch 2
Star 0
Fork 0
Files Issues 0 Wiki
Branch: master
Branches Tags
learnopencv
/
Fine-Tuning-LLMs-using-PEFT
/
peft-weights
Rupanshparth 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
..
README.md 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
adapter_config.json 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
adapter_model.safetensors 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
special_tokens_map.json 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
spiece.model 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
tokenizer.json 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago
tokenizer_config.json 3e0c7cf3d1 Adding files for Fine-Tuning using PEFT article 1 year ago

README.md

library_name: peft

base_model: google/flan-t5-base

Model Card for Model ID

Model Details

Model Description

  • 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]

Framework versions

  • PEFT 0.8.2