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llama2-7b-dropout
ao9000/llama2-7b-dropout
llama2-7b-dropout is a text generation model from ao9000. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.
- Dataset: Wikipedia-10 - Target modules = ["qproj", "kproj", "vproj", "oproj", "gateproj", "upproj", "downproj"]
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13.5 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama2
- Model type
- llama
- Access
- Public
- Created
- Jul 22, 2024
- Updated
- Jul 22, 2024
- SHA
- d1a80378
Try a prompt
Model card
From the Hugging Face model README
Lora finetuning on Wikipedia-10, applying increased dropout for all layers
- Dataset: Wikipedia-10
- Target modules = ["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj"]
{
"epoch": 0.1857053320643469,
"total_flos": 2.605973017460736e+18,
"train_loss": 1.8399735396504402,
"train_runtime": 135360.4815,
"train_samples": 344632,
"train_samples_per_second": 0.473,
"train_steps_per_second": 0.015
}
Training script: https://github.com/ao9000/bias-bench/blob/main/experiments/run_clm.py
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama2
- Created
- Jul 22, 2024
- Updated
- Jul 22, 2024