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TinyLlama-Cinder-Agent-Rag

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metadata
license: mit
base_model: Josephgflowers/TinyLlama-3T-Cinder-v1.2
tags:
  - generated_from_trainer
model-index:
  - name: TinyLlama-Cinder-Agent-Rag
    results: []

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/tinyllama_agent_cinder_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
  • train_batch_size: 12
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

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