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NeMoria-21b
SteelStorage/NeMoria-21b
NeMoria-21b is a text generation model from SteelStorage. Use it when you need the model to write or continue text. It is set up for transformers.
This is a testing model using the zeroing method used by L3-Aethora-15B-V2.
All-time downloads
1.2K
Public
Parameters
20.4B
40.9 GB on disk
Likes
12
Public
Repo makeup
Click a slice to open those files.
.safetensors40.9 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- mistral
- Access
- Public
- Created
- Jul 22, 2024
- Updated
- Jul 22, 2024
- SHA
- 44873b95
Try a prompt
Base models
Model card
From the Hugging Face model README
merge
This is a testing model using the zeroing method used by L3-Aethora-15B-V2.
If this model pans out in the way I hope, Ill expand on it more and add a custom model card like the others. currently this is just an experiment.
In case anyone asks NeMoria-21b literally means:
NeMo = Mistral-Nemo (Instruct)
21b = its 21b perameters
Merge Details
Merge Method
This model was merged using the passthrough merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
- layer_range: [0, 30]
model: unsloth/Mistral-Nemo-Instruct-2407
- sources:
- layer_range: [16, 32]
model: unsloth/Mistral-Nemo-Instruct-2407
parameters:
scale:
- filter: o_proj
value: 0.0
- filter: down_proj
value: 0.0
- value: 1.0
- sources:
- layer_range: [16, 32]
model: unsloth/Mistral-Nemo-Instruct-2407
parameters:
scale:
- filter: o_proj
value: 0.0
- filter: down_proj
value: 0.0
- value: 1.0
- sources:
- layer_range: [32, 40]
model: unsloth/Mistral-Nemo-Instruct-2407
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- Created
- Jul 22, 2024
- Updated
- Jul 22, 2024