π Model Description
Quantization made by Richard Erkhov.
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/
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 Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.11 | 0.5780 | 200 | 0.0994 |
| 0.033 | 1.1561 | 400 | 0.0952 |
| 0.0286 | 1.7341 | 600 | 0.0840 |
Framework versions
- Transformers 4.46.1
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.20.3
π GGUF File List
| π Filename | π¦ Size | β‘ 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 |
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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 |
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Qwen2.5-0.5B-Instruct_MATH_training_response_Qwen2.5_0.5B_only_right.Q5_K_M.gguf
LFS
Q5
|
400.63 MB | Download |
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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 |