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Josephgflowers/TinyLlama-Cinder-Agent-Rag

sourceHugging Facemitupdated 2y agoView on Hugging Face

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This is first pass training. Further training and model update coming.

TinyLlama-Cinder-Agent-Rag

Special Thanks to https://nationtech.io/ for their generous sponorship in training this model.

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This model is a fine-tuned version of Josephgflowers/TinyLlama-3T-Cinder-v1.2 on https://huggingface.co/datasets/Josephgflowers/agent_1.

Model description

This models is trained for RAG, Summary, Function Calling and Tool usage. Trained off of Cinder. Cinder is a chatbot designed for chat about STEM topics and storytelling. More information coming.

More model versions coming soon.

See https://huggingface.co/Josephgflowers/TinyLlama-Cinder-Agent-Rag/blob/main/tinyllamaagentcinder_txtai-rag.py For usage example with wiki rag.

Intended uses & limitations

RAG, Chat, Summary, and tool usage.

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Training hyperparameters

The following hyperparameters were used during training:

—learning_rate: 5e-05
—trainbatchsize: 12
—evalbatchsize: 32
—seed: 42
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: linear
—num_epochs: 1.0
—mixedprecisiontraining: Native AMP

Training results

Framework versions

—Transformers 4.41.0.dev0
—Pytorch 2.2.2+cu121
—Datasets 2.19.1
—Tokenizers 0.19.1