zephyr-7b-sft-full

timlim123/zephyr-7b-sft-full

zephyr-7b-sft-full is a text generation model from timlim123. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: mistral
Access: Public
Created: Nov 20, 2023
Updated: Nov 20, 2023
SHA: f5e7d0af

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Base models

mistralai/Mistral-7B-v0.1

Model card

From the Hugging Face model README

zephyr-7b-sft-full

This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9652

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 32
total_train_batch_size: 2048
total_eval_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.9644	0.67	68	0.9653

Framework versions

Transformers 4.35.0
Pytorch 2.1.0
Datasets 2.14.6
Tokenizers 0.14.1

Task: Text Generation
Library: transformers
Type: mistral
License: apache-2.0
Created: Nov 20, 2023
Updated: Nov 20, 2023