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chat_500STEPS_1e7rate_SFT
tsavage68/chat_500STEPS_1e7rate_SFT
chat_500STEPS_1e7rate_SFT is a text generation model from tsavage68. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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.safetensors27 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Feb 13, 2024
- Updated
- Feb 13, 2024
- SHA
- 0ae1498f
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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. -->
chat_500STEPS_1e7rate_SFT
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4297
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: 1e-07
- train_batch_size: 4
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- 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
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6169 | 0.1 | 50 | 1.6126 |
| 1.5653 | 0.2 | 100 | 1.5784 |
| 1.524 | 0.29 | 150 | 1.5257 |
| 1.4813 | 0.39 | 200 | 1.4845 |
| 1.4608 | 0.49 | 250 | 1.4560 |
| 1.4351 | 0.59 | 300 | 1.4397 |
| 1.4317 | 0.68 | 350 | 1.4319 |
| 1.4269 | 0.78 | 400 | 1.4300 |
| 1.4167 | 0.88 | 450 | 1.4297 |
| 1.4284 | 0.98 | 500 | 1.4297 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.0.0+cu117
- Datasets 2.17.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Feb 13, 2024
- Updated
- Feb 13, 2024