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jeff31415_-_TinyLlama-1.1B-1T-OpenOrca-4bits
RichardErkhov/jeff31415_-_TinyLlama-1.1B-1T-OpenOrca-4bits
jeff31415_-_TinyLlama-1.1B-1T-OpenOrca-4bits is a text generation model from RichardErkhov. Use it when you need the model to write or continue text. It is set up for transformers.
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Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
TinyLlama-1.1B-1T-OpenOrca - bnb 4bits
- Model creator: https://huggingface.co/jeff31415/
- Original model: https://huggingface.co/jeff31415/TinyLlama-1.1B-1T-OpenOrca/
Original model description:
license: apache-2.0 datasets:
- Open-Orca/OpenOrca
- bigcode/starcoderdata
- cerebras/SlimPajama-627B language:
- en
Base model:
PY007/TinyLlama-1.1B-intermediate-step-480k-1T
Dataset:
Fine tuned on OpenOrca GPT4 subset for 1 epoch,Using CHATML format
Model License:
Apache 2.0, following the TinyLlama base model.
Quantisation:
- GPTQ:https://huggingface.co/TheBloke/TinyLlama-1.1B-1T-OpenOrca-GPTQ
- AWQ:https://huggingface.co/TheBloke/TinyLlama-1.1B-1T-OpenOrca-AWQ
- GGUF:https://huggingface.co/TheBloke/TinyLlama-1.1B-1T-OpenOrca-GGUF
Hardware and training details:
Hardware: 1*RTX A5000, ~16 hours to complete 1 epoch. GPU from autodl.com, cost around $3 for this finetuning. https://wandb.ai/jeff200402/TinyLlama-Orca?workspace= for more details.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Jul 21, 2024
- Updated
- Jul 21, 2024