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Llama-3.2-1B-SPIN-iter1 – AI Model by DavieLion | AlphaNeural AI
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Llama-3.2-1B-SPIN-iter1
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safetensors
llama
alignment-handbook
generated_from_trainer
HuggingFaceH4/ultrachat_200k
meta-llama/Llama-3.2-1B
finetune
llama3.2
us
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Llama-3.2-1B-SPIN-iter1
This model is a fine-tuned version of
meta-llama/Llama-3.2-1B
on the
HuggingFaceH4/ultrachat_200k
datasets.
Model description
Model type: A 1B parameter GPT-like model fine-tuned on synthetic datasets.
Language(s) (NLP): Primarily English
License: Llama 3.2 Community Lisense Agreement
Finetuned from model: meta-llama/Llama-3.2-1B
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-07
train_batch_size: 2
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 4
total_train_batch_size: 64
total_eval_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 6.0
Framework versions
Transformers 4.37.0
Pytorch 2.1.2+cu121
Datasets 2.14.6
Tokenizers 0.15.2
