llama-3.1-70B-Instruct-0.1k-warmup_playpen_SFT-e3_DFINAL_0.6K-steps – AI Model by clembench-playpen | AlphaNeural AI

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llama-3.1-70B-Instruct-0.1k-warmup_playpen_SFT-e3_DFINAL_0.6K-steps

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meta-llama/Llama-3.1-70B-Instruct

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llama-3.1-70B-Instruct-0.1k-warmup_playpen_SFT-e3_DFINAL_0.6K-steps

This model is a fine-tuned version of meta-llama/Llama-3.1-70B-Instruct on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2134

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: 7331
optimizer: Use adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.03
lr_scheduler_warmup_steps: 5
training_steps: 600

Training results

Training Loss	Epoch	Step	Validation Loss
0.1962	0.0565	100	0.2988
0.1644	0.1130	200	0.2490
0.1696	0.1695	300	0.2320
0.1441	0.2260	400	0.2213
0.1366	0.2825	500	0.2141
0.1242	0.3390	600	0.2134

Framework versions

PEFT 0.14.0
Transformers 4.47.1
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.21.0