Qwen2.5-Math-12.3B-Instruct

3
12.3B
—
by
win10
Language Model
OTHER
12.3B params
New
3 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
28GB+ RAM
Mobile
Laptop
Server
Quick Summary

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

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
12GB+ RAM

Code Examples

Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 8]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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- sources:
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Configurationyaml
dtype: bfloat16
merge_method: passthrough
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [4, 12]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [8, 16]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
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    model: Qwen/Qwen2.5-Math-7B-Instruct
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [12, 20]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct
Configurationyaml
dtype: bfloat16
merge_method: passthrough
slices:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
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    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [16, 24]
    model: Qwen/Qwen2.5-Math-7B-Instruct
- sources:
  - layer_range: [20, 28]
    model: Qwen/Qwen2.5-Math-7B-Instruct

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