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mjschock/
TinyLlama-1.1B-Chat-v1.0-sft-chat_threads

Name: TinyLlama-1.1B-Chat-v1.0-sft-chat_threads
Availability: InStock

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mjschock/TinyLlama-1.1B-Chat-v1.0

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TinyLlama-1.1B-Chat-v1.0-sft-chat_threads

This model is a fine-tuned version of mjschock/TinyLlama-1.1B-Chat-v1.0 on the mjschock/chat_threads dataset. It achieves the following results on the evaluation set:

Loss: 0.5586
Bleu: 0.7572
Precisions: 0.7641
Brevity Penalty: 0.9983
Length Ratio: 0.9986
Translation Length: 582.3552
Reference Length: 582.9104
Meteor: 0.7364
Rouge1: 0.7900
Rouge2: 0.5570
Rougel: 0.7250
Rougelsum: 0.7838

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Precisions	Brevity Penalty	Length Ratio	Translation Length	Reference Length	Meteor	Rouge1	Rouge2	Rougel	Rougelsum
No log	0	0	0.8976	0.6391	0.6567	0.9934	0.9936	579.7720	582.9104	0.6775	0.6912	0.3881	0.5809	0.6813
0.7612	0.9630	13	0.7168	0.6941	0.7056	0.9969	0.9973	581.2681	582.9104	0.7030	0.7375	0.4604	0.6572	0.7281
0.6321	2.0	27	0.5992	0.7420	0.7498	0.9981	0.9981	582.0161	582.9104	0.7312	0.7780	0.5342	0.7069	0.7720
0.5738	2.8889	39	0.5586	0.7572	0.7641	0.9983	0.9986	582.3552	582.9104	0.7364	0.7900	0.5570	0.7250	0.7838

Framework versions

PEFT 0.13.2
Transformers 4.44.2
Pytorch 2.5.1+cu124
Datasets 3.1.0
Tokenizers 0.19.1

mjschock/TinyLlama-1.1B-Chat-v1.0-sft-chat_threads

TinyLlama-1.1B-Chat-v1.0-sft-chat_threads

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

mjschock/
TinyLlama-1.1B-Chat-v1.0-sft-chat_threads