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distil-zephyr-1.5b-ssft-ultrachat-200k – AI Model by sanchit-gandhi | AlphaNeural AI
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sanchit-gandhi
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distil-zephyr-1.5b-ssft-ultrachat-200k
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transformers
tensorboard
safetensors
mistral
text-generation
alignment-handbook
trl
sft
generated_from_trainer
conversational
HuggingFaceH4/ultrachat_200k
sanchit-gandhi/distil-zephyr-1.5b-ssft-ultrachat
finetune
autotrain_compatible
text-generation-inference
endpoints_compatible
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sanchit-gandhi/distil-zephyr-1.5b-ssft-ultrachat
This model is a fine-tuned version of
sanchit-gandhi/distil-zephyr-1.5b-ssft-ultrachat
on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:
Loss: 1.1555
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: 0.0001
train_batch_size: 32
eval_batch_size: 32
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 256
total_eval_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
1.1709
1.0
545
1.1553
Framework versions
Transformers 4.40.1
Pytorch 2.2.2+cu121
Datasets 2.19.0
Tokenizers 0.19.1
