chineseChat-ft

ytke/chineseChat-ft

chineseChat-ft is a machine learning model from ytke. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

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

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Hugging Face

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.safetensors3 MB · 99%

At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jul 17, 2024
Updated: Jul 17, 2024
SHA: be5eefd2

Base models

charent/ChatLM-mini-Chinese

Model card

From the Hugging Face model README

chineseChat-ft

This model is a fine-tuned version of charent/ChatLM-mini-Chinese on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5714

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: 0.0005
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.5608	0.8	1	0.9636
1.5192	1.6	2	0.9396
1.4317	2.4	3	0.8800
0.6634	4.0	5	0.7525
1.1704	4.8	6	0.6948
1.0617	5.6	7	0.6460
1.0182	6.4	8	0.6089
0.4789	8.0	10	0.5714

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Jul 17, 2024
Updated: Jul 17, 2024