Qwen3-4B-YOYO

26
3
4.0B
2 languages
license:apache-2.0
by
YOYO-AI
Language Model
OTHER
4B params
New
26 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
9GB+ 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
4GB+ RAM

Code Examples

Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B
Configurationyaml
models:
  - model: Qwen/Qwen3-4B
    parameters:
      density: 1
      weight: 1
      lambda: 0.9
merge_method: della
base_model: Qwen/Qwen3-4B-Base
parameters:
  density: 1
  weight: 1
  lambda: 0.9
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen3-4B

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