Model Description

Quantization made by Richard Erkhov.

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Qwen2.5-7B-Instruct-MathCoder - GGUF

  • Model creator: https://huggingface.co/DeepMount00/
  • Original model: https://huggingface.co/DeepMount00/Qwen2.5-7B-Instruct-MathCoder/

NameQuant methodSize
Qwen2.5-7B-Instruct-MathCoder.Q2K.ggufQ2K2.81GB
Qwen2.5-7B-Instruct-MathCoder.Q3KS.ggufQ3K_S3.25GB
Qwen2.5-7B-Instruct-MathCoder.Q3K.ggufQ3K3.55GB
Qwen2.5-7B-Instruct-MathCoder.Q3KM.ggufQ3K_M3.55GB
Qwen2.5-7B-Instruct-MathCoder.Q3KL.ggufQ3K_L3.81GB
Qwen2.5-7B-Instruct-MathCoder.IQ4XS.ggufIQ4XS3.96GB
Qwen2.5-7B-Instruct-MathCoder.Q40.ggufQ404.13GB
Qwen2.5-7B-Instruct-MathCoder.IQ4NL.ggufIQ4NL4.16GB
Qwen2.5-7B-Instruct-MathCoder.Q4KS.ggufQ4K_S4.15GB
Qwen2.5-7B-Instruct-MathCoder.Q4K.ggufQ4K4.36GB
Qwen2.5-7B-Instruct-MathCoder.Q4KM.ggufQ4K_M4.36GB
Qwen2.5-7B-Instruct-MathCoder.Q41.ggufQ414.54GB
Qwen2.5-7B-Instruct-MathCoder.Q50.ggufQ504.95GB
Qwen2.5-7B-Instruct-MathCoder.Q5KS.ggufQ5K_S4.95GB
Qwen2.5-7B-Instruct-MathCoder.Q5K.ggufQ5K5.07GB
Qwen2.5-7B-Instruct-MathCoder.Q5KM.ggufQ5K_M5.07GB
Qwen2.5-7B-Instruct-MathCoder.Q51.ggufQ515.36GB
Qwen2.5-7B-Instruct-MathCoder.Q6K.ggufQ6K5.82GB
Qwen2.5-7B-Instruct-MathCoder.Q80.ggufQ807.54GB

Original model description:



base_model:
  • Qwen/Qwen2.5-Coder-7B-Instruct
  • Qwen/Qwen2.5-7B-Instruct
  • Qwen/Qwen2.5-Math-7B-Instruct

library_name: transformers
tags:
  • mergekit
  • merge


merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the TIES merge method using Qwen/Qwen2.5-7B-Instruct as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: Qwen/Qwen2.5-7B-Instruct
    #no parameters necessary for base model
  - model: Qwen/Qwen2.5-Math-7B-Instruct
    parameters:
      density: 0.5
      weight: 0.5
  - model: Qwen/Qwen2.5-Coder-7B-Instruct
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: Qwen/Qwen2.5-7B-Instruct
parameters:
normalize: false
int8_mask: true
dtype: float16

GGUF File List

📁 Filename 📦 Size ⚡ Download
Qwen2.5-7B-Instruct-MathCoder.IQ4_NL.gguf
LFS Q4
4.16 GB Download
Qwen2.5-7B-Instruct-MathCoder.IQ4_XS.gguf
LFS Q4
3.96 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q2_K.gguf
LFS Q2
2.81 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q3_K.gguf
LFS Q3
3.55 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q3_K_L.gguf
LFS Q3
3.81 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q3_K_M.gguf
LFS Q3
3.55 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q3_K_S.gguf
LFS Q3
3.25 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q4_0.gguf
Recommended LFS Q4
4.13 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q4_1.gguf
LFS Q4
4.54 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q4_K.gguf
LFS Q4
4.36 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q4_K_M.gguf
LFS Q4
4.36 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q4_K_S.gguf
LFS Q4
4.15 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q5_0.gguf
LFS Q5
4.95 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q5_1.gguf
LFS Q5
5.36 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q5_K.gguf
LFS Q5
5.07 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q5_K_M.gguf
LFS Q5
5.07 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q5_K_S.gguf
LFS Q5
4.95 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q6_K.gguf
LFS Q6
5.82 GB Download
Qwen2.5-7B-Instruct-MathCoder.Q8_0.gguf
LFS Q8
7.54 GB Download