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Dolphin 2.9.1 Dbrx by cognitivecomputations

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  Autotrain compatible   Axolotl Base model:databricks/dbrx-bas... Base model:finetune:databricks...   Conversational   Custom code 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   Dbrx   Endpoints compatible   Generated from trainer   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/dolphin-2.9.1-dbrx 

Dolphin 2.9.1 Dbrx Benchmarks

LLME Score: 0.18636
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 Dbrx (cognitivecomputations/dolphin-2.9.1-dbrx)

Dolphin 2.9.1 Dbrx Parameters and Internals

Model Type 
instruction, conversational, coding
Additional Notes 
The model is uncensored and dataset filtered to remove alignment and bias.
Training Details 
Data Sources:
cognitivecomputations/Dolphin-2.9, teknium/OpenHermes-2.5, m-a-p/CodeFeedback-Filtered-Instruction, cognitivecomputations/dolphin-coder, cognitivecomputations/samantha-data, microsoft/orca-math-word-problems-200k, Locutusque/function-calling-chatml, internlm/Agent-FLAN
Methodology:
MySQL Fulltext Search and Tokenization (FFT)
Context Length:
32000
Hardware Used:
8xH100 nodes provided by Crusoe Cloud
Input Output 
Input Format:
ChatML prompt template format.
LLM NameDolphin 2.9.1 Dbrx
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.1-dbrx 
Base Model(s)  databricks/dbrx-base   databricks/dbrx-base
Model Size131.6b
Required VRAM215.9 GB
Updated2025-02-22
Maintainercognitivecomputations
Model Typedbrx
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Model ArchitectureDbrxForCausalLM
Licenseother
Transformers Version4.40.0.dev0
Vocabulary Size100352
Torch Data Typebfloat16

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

Rank the Dolphin 2.9.1 Dbrx Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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