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nhatminh/
TinyLLama-Chat-CoT

Name: TinyLLama-Chat-CoT
Availability: InStock

peft

tensorboard

safetensors

generated_from_trainer

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

adapter

apache-2.0

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This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7854

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: 0.0002
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.9083	0.16	100	0.9578
0.7997	0.32	200	0.9078
0.7535	0.48	300	0.8746
0.7232	0.64	400	0.8580
0.6994	0.8	500	0.8348
0.6882	0.96	600	0.8228
0.6433	1.12	700	0.8008
0.5995	1.28	800	0.7912
0.5908	1.44	900	0.7864
0.5902	1.6	1000	0.7836
0.5671	1.76	1100	0.7850
0.5749	1.92	1200	0.7854

Framework versions

PEFT 0.8.2
Transformers 4.38.0.dev0
Pytorch 2.1.2
Datasets 2.16.1
Tokenizers 0.15.1

nhatminh/TinyLLama-Chat-CoT

logs

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

nhatminh/
TinyLLama-Chat-CoT