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llama2-7b-sft-lora
abhayesian/llama2-7b-sft-lora
llama2-7b-sft-lora is a machine learning model from abhayesian. 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. --
Access
Public
Updated Jun 11, 2024
Repo size
2.8 GB
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Repo makeup
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.safetensors1.8 GB · 99%
At a glance
- License
- llama2
- Access
- Public
- Created
- Jun 10, 2024
- Updated
- Jun 11, 2024
- SHA
- b4a17921
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-sft-lora
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on an unknown 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: 2e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 4
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- total_eval_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 1
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.6
- Tokenizers 0.14.1
- License
- llama2
- Created
- Jun 10, 2024
- Updated
- Jun 11, 2024