afrideva/TinyLlama-3T-1.1bee-GGUF

BEE-spoke-data/TinyLlama-3T-1.1bee-GGUF

Quantized GGUF model files for TinyLlama-3T-1.1bee from BEE-spoke-data

Original Model Card:

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TinyLlama-3T-1.1bee

A grand successor to the original. This one has the following improvements:

• —start from finished 3T TinyLlama
• —vastly improved and expanded SoTA beekeeping dataset

Model description

This model is a fine-tuned version of TinyLlama-1.1b-3T on the BEE-spoke-data/bees-internal dataset.

It achieves the following results on the evaluation set:

• —Loss: 2.1640
• —Accuracy: 0.5406

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 0.0001
• —trainbatchsize: 4
• —evalbatchsize: 2
• —seed: 13707
• —gradientaccumulationsteps: 16
• —totaltrainbatch_size: 64
• —optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_ratio: 0.05
• —num_epochs: 2.0

Training results

Framework versions

• —Transformers 4.36.2
• —Pytorch 2.1.0
• —Datasets 2.16.1
• —Tokenizers 0.15.0