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CodeLllama-7b-rust-finetune-qlora
alphahg/CodeLllama-7b-rust-finetune-qlora
CodeLllama-7b-rust-finetune-qlora is a machine learning model from alphahg. 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 llama2.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Oct 15, 2023
Repo size
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At a glance
- License
- llama2
- Access
- Public
- Created
- Oct 15, 2023
- Updated
- Oct 15, 2023
- SHA
- 9e5e8f15
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. -->
llama2-7b-rust-finetune
This model is a fine-tuned version of codellama/CodeLlama-7b-hf on the-stack-rust-clean dataset. It achieves the following results on the evaluation set:
- Loss: 0.5347
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: 2.5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0 | 100 | 0.5443 |
| No log | 0.01 | 200 | 0.5385 |
| No log | 0.01 | 300 | 0.5362 |
| No log | 0.01 | 400 | 0.5351 |
| 0.5389 | 0.02 | 500 | 0.5347 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
- License
- llama2
- Created
- Oct 15, 2023
- Updated
- Oct 15, 2023