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Dolphin 2.9.1 Llama 3 8B by cognitivecomputations

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  Autotrain compatible   Axolotl Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   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   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/dolphin-2.9.1-llama-3-8b 

Dolphin 2.9.1 Llama 3 8B Benchmarks

ARC: 58.7 vs 96.7 (so35)-39.3%
HellaSwag: 80.55 vs 95.3 (gpt4)-15.5%
MMLU: 61.56 vs 88.3 (so35)-30.3%
TruthfulQA: 57.24 vs 59 (gpt4)-3%
WinoGrande: 73.09 vs 87.5 (gpt4)-16.5%
GSM8K: 66.26 vs 96.4 (so35)-31.3%
LLME Score: 0.24634
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin 2.9.1 Llama 3 8B (cognitivecomputations/dolphin-2.9.1-llama-3-8b)

Dolphin 2.9.1 Llama 3 8B Parameters and Internals

LLM NameDolphin 2.9.1 Llama 3 8B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.1-llama-3-8b 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainercognitivecomputations
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128258
Torch Data Typebfloat16

Quantized Models of the Dolphin 2.9.1 Llama 3 8B

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VRAM
Dolphin 2.9.1 Llama 3 8B AWQ2865 GB

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2.9.1-llama-3-8b.

Rank the Dolphin 2.9.1 Llama 3 8B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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