codellama-7b-ultrachat

kykim0/codellama-7b-ultrachat

codellama-7b-ultrachat is a text generation model from kykim0. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: llama2
Model type: llama
Access: Public
Created: Sep 6, 2024
Updated: Sep 7, 2024
SHA: 786d7511

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Base models

codellama/CodeLlama-7b-Instruct-hf

Datasets

HuggingFaceH4/ultrachat_200k

Model card

From the Hugging Face model README

codellama-7b-ultrachat

This model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:

Loss: 1.0320

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: 2e-05
train_batch_size: 1
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 32
total_train_batch_size: 128
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
1.0317	0.9995	555	1.0397
0.9698	1.9991	1110	1.0320

Framework versions

Transformers 4.44.2
Pytorch 2.1.2
Datasets 2.14.6
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: llama
License: llama2
Created: Sep 6, 2024
Updated: Sep 7, 2024