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EvolCodeLlama-3.1-8B-Instruct
yuvraj17/EvolCodeLlama-3.1-8B-Instruct
EvolCodeLlama-3.1-8B-Instruct is a machine learning model from yuvraj17. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Aug 28, 2024
- Updated
- Sep 22, 2024
- SHA
- 2e515242
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
EvolCodeLlama-3.1-8B-Instruct
This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct using QLoRA (4-bit precision) on the mlabonne/Evol-Instruct-Python-1k dataset. It achieves the following results on the evaluation set:
- Loss: 0.4057
Training:
It was trained on an A40 for more than 1 hour using Axolotl.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 3
The lose curves are as:
Framework versions
- PEFT 0.12.0
- Transformers 4.44.0
- Pytorch 2.4.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- llama
- License
- apache-2.0
- Created
- Aug 28, 2024
- Updated
- Sep 22, 2024