sft-zephyr-7b-beta-v2

hllj/sft-zephyr-7b-beta-v2

sft-zephyr-7b-beta-v2 is a text generation model from hllj. Use it when you need the model to write or continue text. It is set up for transformers.

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

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At a glance

Task: Text Generation
Library: transformers
Model type: mistral
Access: Public
Created: Nov 23, 2023
Updated: Nov 24, 2023
SHA: 64226670

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Base models

hllj/zephyr-7b-beta-vi-math

Model card

From the Hugging Face model README

sft-zephyr-7b-beta-v2

This model is a fine-tuned version of hllj/zephyr-7b-beta-vi-math on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4432

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.3943	0.35	500	0.4903
0.3796	0.69	1000	0.4698
0.353	1.04	1500	0.4521
0.3173	1.39	2000	0.4463
0.3276	1.73	2500	0.4431

Framework versions

Transformers 4.35.2
Pytorch 2.1.0
Datasets 2.15.0
Tokenizers 0.15.0

Task: Text Generation
Library: transformers
Type: mistral
Created: Nov 23, 2023
Updated: Nov 24, 2023