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Nemo Base Books Model Stock by Burnt-Toast

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Nemo Base Books Model Stock is an open-source language model by Burnt-Toast. Features: 12.2b LLM, VRAM: 24.5GB, Context: 128K, Merged, LLM Explorer Score: 0.19.

  Merged Model   Arxiv:2403.19522 Base model:mistralai/mistral-n... Base model:toastypigeon/nemo-b... Base model:toastypigeon/nemo-b... Base model:toastypigeon/nemo-b... Base model:toastypigeon/nemo-b...   Endpoints compatible   Lora   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Burnt-Toast/nemo-base-books-model-stock 

Nemo Base Books Model Stock Benchmarks

LLME Score: 0.19382
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nemo Base Books Model Stock (Burnt-Toast/nemo-base-books-model-stock)
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Nemo Base Books Model Stock Parameters and Internals

LLM NameNemo Base Books Model Stock
Repository 🤗https://huggingface.co/Burnt-Toast/nemo-base-books-model-stock 
Base Model(s)  Mistral Nemo Base 2407   Nemo Books Lora   Mistral Nemo Base 2407   Mistral Nemo Base 2407   ToastyPigeon/nemo-books-lora-2   Mistral Nemo Base 2407   ToastyPigeon/nemo-books-lora-3   Mistral Nemo Base 2407   Nemo Books Lora 4   mistralai/Mistral-Nemo-Base-2407   ToastyPigeon/nemo-books-lora   mistralai/Mistral-Nemo-Base-2407   mistralai/Mistral-Nemo-Base-2407   ToastyPigeon/nemo-books-lora-2   mistralai/Mistral-Nemo-Base-2407   ToastyPigeon/nemo-books-lora-3   mistralai/Mistral-Nemo-Base-2407   ToastyPigeon/nemo-books-lora-4
Merged ModelYes
Model Size12.2b
Required VRAM24.5 GB
Updated2026-06-28
MaintainerBurnt-Toast
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.53.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size131072
LoRA ModelYes
Torch Data Typebfloat16

Best Alternatives to Nemo Base Books Model Stock

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Context / RAM
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Violet Twilight V0.21000K / 24.5 GB6649
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Another Strange Nemo Model1000K / 24.5 GB70
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Note: green Score (e.g. "73.2") means that the model is better than Burnt-Toast/nemo-base-books-model-stock.

Rank the Nemo Base Books Model Stock Capabilities

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Instruction Following and Task Automation  
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