mistral_o1_1_full

CharlesLi/mistral_o1_1_full

mistral_o1_1_full is a text generation model from CharlesLi. 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: Jan 29, 2025
Updated: Jan 29, 2025
SHA: bfb4d4e1

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Base models

mistralai/Mistral-7B-Instruct-v0.1

Datasets

generator

Model card

From the Hugging Face model README

mistral_o1_1_full

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

Loss: 0.6505

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: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 2
total_train_batch_size: 32
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.7528	0.5333	100	0.7021

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: mistral
License: apache-2.0
Created: Jan 29, 2025
Updated: Jan 29, 2025