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Dolphin 2.9.4 Llama3.1 8B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2.9.4 Llama3.1 8B   URL Share it on

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Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Dataset:arcee/agent data Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   Dataset:mlabonne/finetome-100k Dataset:pawankrd/math-gpt-4o-2...   Generated from trainer   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/dolphin-2.9.4-llama3.1-8b 

Dolphin 2.9.4 Llama3.1 8B Benchmarks

MMLU Pro: 2.63
GPQA: 1.79
MUSR: 0.62
BBH: 8.97
IFEval: 27.57 vs 88 (so35)-68.7%
MATH Lvl 5: 0.15
LLME Score: 0.2937
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin 2.9.4 Llama3.1 8B (cognitivecomputations/dolphin-2.9.4-llama3.1-8b)

Dolphin 2.9.4 Llama3.1 8B Parameters and Internals

Model Type 
LlamaForCausalLM
Additional Notes 
Fine-tuned version of Meta-Llama-3.1-8B on unspecified dataset. Loss: 0.5655 on evaluation.
Training Details 
Data Sources:
cognitivecomputations/Dolphin-2.9, m-a-p/CodeFeedback-Filtered-Instruction, cognitivecomputations/dolphin-coder, cognitivecomputations/samantha-data, microsoft/orca-math-word-problems-200k, mlabonne/FineTome-100k, arcee/agent_data, PawanKrd/math-gpt-4o-200k, cognitivecomputations/SystemChat-2.0
Methodology:
Finetuning used 8192 sequence length.
Context Length:
128000
Hardware Used:
multi-GPU, 8 devices
Input Output 
Input Format:
ChatML prompt template format
Accepted Modalities:
text
LLM NameDolphin 2.9.4 Llama3.1 8B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.4-llama3.1-8b 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
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
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128258
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2.9.4-llama3.1-8b.

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Instruction Following and Task Automation  
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Release v20241227
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