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llama-2-7b-enhanced2_20
AN181716/llama-2-7b-enhanced2_20
llama-2-7b-enhanced2_20 is a text generation model from AN181716. Use it when you need the model to write or continue text. It is set up for transformers.
This model is a fine-tuned version of NousResearch/Llama-2-7b-chat-hf on the Mental Health Conversations dataset.
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Jul 25, 2024
- Updated
- Dec 16, 2024
- SHA
- 606a21d6
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Base models
Model card
From the Hugging Face model README
llama-2-7b-enhanced2_20
This model is a fine-tuned version of NousResearch/Llama-2-7b-chat-hf on the Mental Health Conversations dataset.
Model description
info
Intended uses & limitations
Evaluation and Testing purposes.
Training and evaluation data
CounselChat dataset of conversations.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 20
Training results
Framework versions
- Transformers 4.31.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Jul 25, 2024
- Updated
- Dec 16, 2024