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NM 12B Lyris Dev 3 by v000000

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  Autotrain compatible Base model:merge:sao10k/mn-12b... Base model:merge:sao10k/mn-12b... Base model:merge:unsloth/mistr... Base model:sao10k/mn-12b-lyra-... Base model:sao10k/mn-12b-lyra-... Base model:unsloth/mistral-nem...   Endpoints compatible   Instruct   Merge   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/v000000/NM-12B-Lyris-dev-3 

NM 12B Lyris Dev 3 Benchmarks

LLME Score: 0.177
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NM 12B Lyris Dev 3 (v000000/NM-12B-Lyris-dev-3)
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NM 12B Lyris Dev 3 Parameters and Internals

Additional Notes 
EXPERIMENTAL attempt to fix Sao10k's Lyra-V3 prompt format and stop token and boost smarts.
Training Details 
Methodology:
Strategic LATCOS vector similarity merging prototype, unfinished, dev3
Input Output 
Input Format:
Mistral Instruct
LLM NameNM 12B Lyris Dev 3
Repository 🤗https://huggingface.co/v000000/NM-12B-Lyris-dev-3 
Base Model(s)  MN 12B Lyra V1   MN 12B Lyra V3   Mistral Nemo Instruct 2407   Sao10K/MN-12B-Lyra-v1   Sao10K/MN-12B-Lyra-v3   unsloth/Mistral-Nemo-Instruct-2407
Model Size12b
Required VRAM24.4 GB
Updated2025-09-23
Maintainerv000000
Model Typemistral
Instruction-BasedYes
Model Files  2.0 GB: 1-of-13   1.9 GB: 2-of-13   1.9 GB: 3-of-13   1.9 GB: 4-of-13   1.9 GB: 5-of-13   1.9 GB: 6-of-13   1.9 GB: 7-of-13   1.9 GB: 8-of-13   1.9 GB: 9-of-13   1.9 GB: 10-of-13   1.9 GB: 11-of-13   1.9 GB: 12-of-13   1.5 GB: 13-of-13
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length1024000
Model Max Length1024000
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size131072
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than v000000/NM-12B-Lyris-dev-3.

Rank the NM 12B Lyris Dev 3 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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