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Dolphin 2.9.3 Yi 1.5 34B 32K by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2.9.3 Yi 1.5 34B 32K   URL Share it on

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  Autotrain compatible   Axolotl   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   Pytorch   Region:us   Sharded

Dolphin 2.9.3 Yi 1.5 34B 32K Benchmarks

MMLU Pro: 40.34
GPQA: 12.42
MUSR: 13.35
BBH: 43.41
IFEval: 36.39 vs 88 (so35)-58.6%
MATH Lvl 5: 15.18
LLME Score: 0.34331
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dolphin 2.9.3 Yi 1.5 34B 32K Parameters and Internals

Model Type 
LlamaForCausalLM
Use Cases 
Considerations:
The model is highly compliant with requests, including unethical ones. Users should exercise caution and implement necessary alignment measures.
Additional Notes 
Dolphin is licensed according to the Apache 2.0 license. Users are responsible for content created using this model. Enjoy responsibly.
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:
Finetuning with 8192 sequence length, using ChatML prompt template format.
Context Length:
8192
Input Output 
Input Format:
ChatML prompt template format.
LLM NameDolphin 2.9.3 Yi 1.5 34B 32K
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.3-Yi-1.5-34B-32k 
Base Model(s)  01-ai/Yi-1.5-34B-32k   01-ai/Yi-1.5-34B-32k
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 Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Dolphin 2.9.3 Yi 1.5 34B 32K (cognitivecomputations/dolphin-2.9.3-Yi-1.5-34B-32k)

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Rank the Dolphin 2.9.3 Yi 1.5 34B 32K 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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