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HachiML/TinyLlama2-jp-122M-FlashAttention2

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face

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Model Card

TinyLlama2-jp-122M-FlashAttention2

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

—Loss: 3.3043

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: 0.0005
—trainbatchsize: 156
—evalbatchsize: 156
—seed: 42
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: cosine
—lrschedulerwarmup_steps: 200
—num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
7.4854	0.06	100	5.4181
4.9365	0.12	200	4.6000
4.4045	0.18	300	4.2480
4.1233	0.24	400	4.0493
3.9441	0.29	500	3.9019
3.8179	0.35	600	3.7969
3.7142	0.41	700	3.7099
3.6299	0.47	800	3.6369
3.5446	0.53	900	3.5616
3.4792	0.59	1000	3.5006
3.4116	0.65	1100	3.4380
3.362	0.71	1200	3.3931
3.3219	0.77	1300	3.3552
3.2822	0.82	1400	3.3295
3.2567	0.88	1500	3.3126
3.2592	0.94	1600	3.3043

Framework versions

—Transformers 4.38.2
—Pytorch 2.1.0+cu121
—Datasets 2.18.0
—Tokenizers 0.15.2