πŸ“‹ Model Description

Quantization made by Richard Erkhov.

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Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonly_right - GGUF

  • Model creator: https://huggingface.co/cutelemonlili/
  • Original model: https://huggingface.co/cutelemonlili/Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonly_right/

NameQuant methodSize
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q2K.ggufQ2_K0.32GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.IQ3XS.ggufIQ3_XS0.32GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.IQ3S.ggufIQ3_S0.32GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q3KS.ggufQ3KS0.32GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.IQ3M.ggufIQ3_M0.32GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q3K.ggufQ3_K0.33GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q3KM.ggufQ3KM0.33GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q3KL.ggufQ3KL0.34GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.IQ4XS.ggufIQ4_XS0.33GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q40.ggufQ4_00.33GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.IQ4NL.ggufIQ4_NL0.33GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q4KS.ggufQ4KS0.36GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q4K.ggufQ4_K0.37GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q4KM.ggufQ4KM0.37GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q41.ggufQ4_10.35GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q50.ggufQ5_00.37GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q5KS.ggufQ5KS0.38GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q5K.ggufQ5_K0.39GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q5KM.ggufQ5KM0.39GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q51.ggufQ5_10.39GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q6K.ggufQ6_K0.47GB
Qwen2.5-0.5B-InstructMATHtrainingresponseQwen2.50.5Bonlyright.Q80.ggufQ8_00.49GB

Original model description:



library_name: transformers
license: other
base_model: Qwen/Qwen2.5-0.5B-Instruct
tags:
  • llama-factory
  • full
  • generatedfromtrainer

model-index:
  • name: MATHtrainingresponseQwen2.50.5Bonlyright

results: []

MATHtrainingresponseQwen2.50.5Bonlyright

This model is a fine-tuned version of Qwen/Qwen2.5-0.5B-Instruct on the MATHtrainingresponseQwen2.50.5Bonly_right dataset.
It achieves the following results on the evaluation set:

  • Loss: 0.0828

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:

  • learningrate: 1e-05
  • trainbatchsize: 2
  • evalbatchsize: 1
  • seed: 42
  • distributedtype: multi-GPU
  • numdevices: 4
  • totaltrainbatchsize: 8
  • totalevalbatchsize: 4
  • optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • lrschedulertype: cosine
  • numepochs: 2

Training results

Training LossEpochStepValidation Loss
0.110.57802000.0994
0.0331.15614000.0952
0.02861.73416000.0840

Framework versions

  • Transformers 4.46.1
  • Pytorch 2.5.1+cu124
  • Datasets 3.1.0
  • Tokenizers 0.20.3

πŸ“‚ GGUF File List

πŸ“ Filename πŸ“¦ Size ⚑ Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.IQ3_M.gguf
LFS Q3
326.87 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.IQ3_S.gguf
LFS Q3
322.92 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.IQ3_XS.gguf
LFS Q3
322.92 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.IQ4_NL.gguf
LFS Q4
337.89 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.IQ4_XS.gguf
LFS Q4
335.16 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q2_K.gguf
LFS Q2
322.92 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q3_K.gguf
LFS Q3
339 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q3_K_L.gguf
LFS Q3
352.25 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q3_K_M.gguf
LFS Q3
339 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q3_K_S.gguf
LFS Q3
322.59 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q4_0.gguf
Recommended LFS Q4
335.84 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q4_1.gguf
LFS Q4
357.17 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q4_K.gguf
LFS Q4
379.38 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q4_K_M.gguf
LFS Q4
379.38 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q4_K_S.gguf
LFS Q4
367.61 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q5_0.gguf
LFS Q5
378.5 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q5_1.gguf
LFS Q5
399.83 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q5_K.gguf
LFS Q5
400.63 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q5_K_M.gguf
LFS Q5
400.63 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q5_K_S.gguf
LFS Q5
393.59 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q6_K.gguf
LFS Q6
482.31 MB Download
Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q8_0.gguf
LFS Q8
506.47 MB Download