Magro-7b-v1.1

8
7.0B
license:mit
by
Sakalti
Language Model
OTHER
7B params
New
8 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
16GB+ 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
7GB+ RAM

Code Examples

Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16
Configurationyaml
models:
  - model: Sakalti/magro-7B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-alpha
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16

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