Magnolia-v6-12B

Name: Magnolia-v6-12B
Author: grimjim

license:apache-2.0

grimjim

Language Model

OTHER

12B params

New

0 downloads

Early-stage

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Edge AI:

Mobile

Laptop

Server

27GB+ 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

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

Configurationyaml

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001

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