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Dolphin 2.9.3 Mistral Nemo 12B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2.9.3 Mistral Nemo 12B   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:mistralai/... Base model:mistralai/mistral-n...   Conversational Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/...   Dataset:internlm/agent-flan Dataset:locutusque/function-ca... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   Dataset:teknium/openhermes-2.5   Endpoints compatible   Generated from trainer   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b 

Dolphin 2.9.3 Mistral Nemo 12B Benchmarks

MMLU Pro: 26.41
GPQA: 8.72
MUSR: 15.21
BBH: 36.08
IFEval: 56.01 vs 88 (so35)-36.4%
MATH Lvl 5: 5.66
LLME Score: 0.37239
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin 2.9.3 Mistral Nemo 12B (cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b)

Dolphin 2.9.3 Mistral Nemo 12B Parameters and Internals

LLM NameDolphin 2.9.3 Mistral Nemo 12B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b 
Base Model(s)  Mistral Nemo Base 2407   mistralai/Mistral-Nemo-Base-2407
Model Size12b
Required VRAM24.5 GB
Updated2024-12-21
Maintainercognitivecomputations
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
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.43.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<pad>
Vocabulary Size131074
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b.

Rank the Dolphin 2.9.3 Mistral Nemo 12B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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