Dolphin 2.9.1 Yi 1.5 34B by cognitivecomputations

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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

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 ๐Ÿค—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
Updated2024-11-09
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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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