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TinyLlama-1.1B-1.5T-OpenOrca-Alpha – AI Model by jeff31415 | AlphaNeural AI

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jeff31415/
TinyLlama-1.1B-1.5T-OpenOrca-Alpha

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text-generation

Open-Orca/OpenOrca

bigcode/starcoderdata

cerebras/SlimPajama-627B

autotrain_compatible

text-generation-inference

endpoints_compatible

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Built with Axolotl

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.