RichardErkhov/DeeWoo_-_Llama-2-7b-chat_FFT_CodeAlpaca-20k-gguf

Quantization made by Richard Erkhov.

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Llama-2-7b-chatFFTCodeAlpaca-20k - GGUF

• —Model creator: https://huggingface.co/DeeWoo/
• —Original model: https://huggingface.co/DeeWoo/Llama-2-7b-chatFFTCodeAlpaca-20k/

Original model description: --- libraryname: transformers license: other basemodel: meta-llama/Llama-2-7b-chat-hf tags:

• —llama-factory
• —full
• —generatedfromtrainer model-index:
• —name: llama2fftCodeAlpaca-20kv5task results: [] datasets:
• —sahil2801/CodeAlpaca-20k ---

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llama2fftCodeAlpaca-20kv5task

This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the CodeAlpaca-20k dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 1e-05
• —trainbatchsize: 16
• —evalbatchsize: 8
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 4
• —totaltrainbatch_size: 64
• —totalevalbatch_size: 32
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —num_epochs: 3.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.44.2
• —Pytorch 2.4.1+cu121
• —Datasets 2.19.2
• —Tokenizers 0.19.1