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Dolphin 2 2 Yi 34B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2 2 Yi 34B   URL Share it on

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  Merged Model   Autotrain compatible   Conversational   Dataset:ehartford/dolphin Dataset:ehartford/samantha-dat... Dataset:ehartford/wizardlm evo... Dataset:jondurbin/airoboros-2....   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded

Dolphin 2 2 Yi 34B Benchmarks

LLME Score: 0.17058
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dolphin 2 2 Yi 34B Parameters and Internals

Model Type 
causal language model
Use Cases 
Areas:
Research, Commercial applications
Applications:
Conversational AI, Personal assistant
Primary Use Cases:
Multi-turn conversation, Providing personal advice
Limitations:
Uncensored model—may adhere to unethical requests
Considerations:
Implement your own alignment layer before exposing as a service.
Additional Notes 
Model is highly compliant to any requests due to being uncensored.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
ehartford/dolphin, jondurbin/airoboros-2.2.1, ehartford/samantha-data, ehartford/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split
Methodology:
qLoRA and Axolotl
Context Length:
16000
Training Time:
3 days
Hardware Used:
4x A100s
Model Architecture:
Yi-34B-Llama
Input Output 
Input Format:
<ChatML prompt format>
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
2.2
Notes:
Includes conversation and empathy functions.
LLM NameDolphin 2 2 Yi 34B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2_2-yi-34b 
Merged ModelYes
Model Size34b
Required VRAM68.9 GB
Updated2024-11-21
Maintainercognitivecomputations
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.34.1
Tokenizer ClassYiTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typefloat16
Dolphin 2 2 Yi 34B (cognitivecomputations/dolphin-2_2-yi-34b)

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2_2-yi-34b.

Rank the Dolphin 2 2 Yi 34B 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 v20241110
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