deepseek-r1-emotion-lora

isoocho/deepseek-r1-emotion-lora

deepseek-r1-emotion-lora is a machine learning model from isoocho. 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 mit.

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

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Hugging Face

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At a glance

Library: peft
License: mit
Access: Public
Created: Mar 14, 2025
Updated: Mar 17, 2025
SHA: 9e911c10

Base models

deepseek-ai/deepseek-r1-distill-qwen-1.5b

Model card

From the Hugging Face model README

deepseek-r1-emotion-lora

This model is a fine-tuned version of deepseek-ai/deepseek-r1-distill-qwen-1.5b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.5908

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
2.8059	1.0	1000	2.6309
2.7323	2.0	2000	2.5980
2.5242	3.0	3000	2.5908

Framework versions

PEFT 0.14.0
Transformers 4.48.3
Pytorch 2.6.0+cu124
Datasets 3.4.0
Tokenizers 0.21.0

Library: peft
License: mit
Created: Mar 14, 2025
Updated: Mar 17, 2025