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TinyLlama-1.1B-1.5T-OpenOrca-Alpha
jeff31415/TinyLlama-1.1B-1.5T-OpenOrca-Alpha
TinyLlama-1.1B-1.5T-OpenOrca-Alpha is a text generation model from jeff31415. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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12K
Public
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1.1B
4.4 GB on disk
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4
Public
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Oct 24, 2023
- Updated
- Oct 25, 2023
- SHA
- c3374497
Try a prompt
Model card
From the Hugging Face model README
Base model:
https://huggingface.co/TinyLlama/tinyLlama-intermediate-checkpoints/tree/step-720k-token-1510B This fine tune was done on the "early" version of tinyllama-1.5T which suffers from a bug in dataset processing. See https://github.com/jzhang38/TinyLlama/issues/67. Through it suffers from the glitch, its performance seems not being damaged and still showing improvement(metrics needed)
Dataset:
Fine tuned on OpenOrca GPT4 subset for 1 epoch,Using CHATML format
Model License:
Apache 2.0, following the TinyLlama base model.
Quantisation:
GGUF format:https://huggingface.co/s3nh/jeff31415-TinyLlama-1.1B-1.5T-OpenOrca-Alpha-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-1.5T-alpha-Orca?workspace= for more details.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Oct 24, 2023
- Updated
- Oct 25, 2023