codellama-7b-sft-lora-func-names

hynky/codellama-7b-sft-lora-func-names

codellama-7b-sft-lora-func-names is a text generation model from hynky. 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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At a glance

Task: Text Generation
Library: transformers
License: llama2
Model type: llama
Access: Public
Created: Dec 27, 2023
Updated: Dec 28, 2023
SHA: db5ef437

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Base models

codellama/CodeLlama-7b-Instruct-hf

Model card

From the Hugging Face model README

codellama-7b-sft-lora-func-names

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

Loss: 0.7084

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: 4e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 4
total_train_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
training_steps: 900

Training results

Training Loss	Epoch	Step	Validation Loss
0.7541	0.01	180	0.7222
0.7126	0.01	360	0.7118
0.7342	0.02	540	0.7100
0.7216	0.03	720	0.7083
0.7171	0.04	900	0.7084

Framework versions

Transformers 4.35.0
Pytorch 2.1.2+cu121
Datasets 2.14.6
Tokenizers 0.14.1

Task: Text Generation
Library: transformers
Type: llama
License: llama2
Created: Dec 27, 2023
Updated: Dec 28, 2023