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Dolphin 2.9.1 Yi 1.5 34B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2.9.1 Yi 1.5 34B   URL Share it on

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  Autotrain compatible   Axolotl   Base model:01-ai/yi-1.5-34b Base model:finetune:01-ai/yi-1...   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

Dolphin 2.9.1 Yi 1.5 34B Benchmarks

MMLU Pro: 39.1
GPQA: 12.42
MUSR: 16.97
BBH: 44.17
IFEval: 38.53 vs 88 (so35)-56.2%
ARC: 69.37 vs 96.7 (so35)-28.3%
HellaSwag: 85.53 vs 95.3 (gpt4)-10.3%
MMLU: 77.52 vs 88.3 (so35)-12.2%
TruthfulQA: 62.34 vs 59 (gpt4)5.7%
WinoGrande: 82.56 vs 87.5 (gpt4)-5.6%
GSM8K: 73.01 vs 96.4 (so35)-24.3%
MATH Lvl 5: 15.18
LLME Score: 0.34763
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 Yi 1.5 34B Parameters and Internals

Model Type 
text generation, multimodal
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:
Full-weight fine-tuning with 8k sequence length
Context Length:
4096
Hardware Used:
8xH100 node
Model Architecture:
LlamaForCausalLM
Input Output 
Input Format:
ChatML prompt template
Accepted Modalities:
text
LLM NameDolphin 2.9.1 Yi 1.5 34B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.1-yi-1.5-34b 
Base Model(s)  01-ai/Yi-1.5-34B   01-ai/Yi-1.5-34B
Model Size34b
Required VRAM69.2 GB
Updated2024-11-21
Maintainercognitivecomputations
Model Typellama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.2 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Dolphin 2.9.1 Yi 1.5 34B (cognitivecomputations/dolphin-2.9.1-yi-1.5-34b)

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Rank the Dolphin 2.9.1 Yi 1.5 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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Release v20241110
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