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MixtralxWizardLM2-8x22B-SLERP-v0.2
jsfs11/MixtralxWizardLM2-8x22B-SLERP-v0.2
MixtralxWizardLM2-8x22B-SLERP-v0.2 is a text generation model from jsfs11. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Test merge of two extremely large MoE models using SLERP. Don't know if it's working correctly yet, haven't had the time or hardware to test.
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141B
281 GB on disk
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Repo makeup
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.safetensors281 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mixtral
- Access
- Public
- Created
- Apr 19, 2024
- Updated
- Apr 19, 2024
- SHA
- 507b23a2
Try a prompt
Base models
Model card
From the Hugging Face model README
Should be working.
- Test merge of two extremely large MoE models using SLERP. Don't know if it's working correctly yet, haven't had the time or hardware to test.
merge
This is a merge of pre-trained language models created using mergekit.
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: mistralai/Mixtral-8x22B-Instruct-v0.1
layer_range: [0, 56]
- model: alpindale/WizardLM-2-8x22B
layer_range: [0, 56]
merge_method: slerp
base_model: mistralai/Mixtral-8x22B-Instruct-v0.1
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Created
- Apr 19, 2024
- Updated
- Apr 19, 2024