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Dolphin 2 6 Phi 2 by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2 6 Phi 2   URL Share it on

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  Autotrain compatible   Conversational   Custom code   Dataset:ehartford/dolphin Dataset:ehartford/dolphin-code... Dataset:ise-uiuc/magicoder-evo... Dataset:ise-uiuc/magicoder-oss... Dataset:jondurbin/airoboros-2....   Dataset:ldjnr/capybara   Dataset:teknium/openhermes   En   Endpoints compatible   Instruct   Phi-msft   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/dolphin-2_6-phi-2 

Dolphin 2 6 Phi 2 Benchmarks

LLME Score: 0.20226
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin 2 6 Phi 2 (cognitivecomputations/dolphin-2_6-phi-2)

Dolphin 2 6 Phi 2 Parameters and Internals

Additional Notes 
Filtered dataset to remove alignment and bias.
Supported Languages 
en (English)
Training Details 
Data Sources:
ehartford/dolphin, jondurbin/airoboros-2.2.1, ehartford/dolphin-coder, teknium/openhermes, ise-uiuc/Magicoder-OSS-Instruct-75K, ise-uiuc/Magicoder-Evol-Instruct-110K, LDJnr/Capybara
Data Volume:
3 epochs
Methodology:
qLoRA and Axolotl
Training Time:
2 days
Hardware Used:
4x A100s
Input Output 
Input Format:
ChatML prompt format
LLM NameDolphin 2 6 Phi 2
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2_6-phi-2 
Model Size2.8b
Required VRAM5.6 GB
Updated2024-12-21
Maintainercognitivecomputations
Model Typephi-msft
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2   5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiForCausalLM
Licensemit
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

Quantized Models of the Dolphin 2 6 Phi 2

Model
Likes
Downloads
VRAM
...hin 2 6 Phi 2 Bnb 4bit Smashed0151 GB
Dolphin 2 6 Phi 2 GGUF7017631 GB
Dolphin 2 6 Phi 2 GPTQ2281 GB

Best Alternatives to Dolphin 2 6 Phi 2

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Context / RAM
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Phi 2 Instruct V0.12K / 5.6 GB3502
Phi 2 Instruct Apo2K / 5.6 GB330
EEVE Korean Instruct 2.8B V1.02K / 5.7 GB355120
Att Model2K / 5.7 GB90
Eeve2.8 Base2K / 5.7 GB50
Eeve2.8 Ko2K / 5.7 GB180
... Instruct 2.8B V1.0 20240430 22K / 2.9 GB120
Phi 2 Code Instruct2K / 5.6 GB204
Phi 2 Evol Instruct Chinese0K / 5.6 GB04
Phi 2 Dolly Instruction Polish0K / 5.6 GB02
Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2_6-phi-2.

Rank the Dolphin 2 6 Phi 2 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 v20241217
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