Qwen2.5-7B-della-test

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by
Etherll
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Quick Summary

library_name: transformers tags: mergekit

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
7GB+ RAM

Code Examples

Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
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      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      weight: 1 
      density: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen2.5-7B
parameters:
  weight: 1 
  density: 1
  lambda: 0.9
  int8_mask: true
dtype: bfloat16

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