Bagel DPO 34B V0.5 by jondurbin

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  Autotrain compatible   Base model:01-ai/yi-34b-200k   Conversational   Dataset:ai2 arc Dataset:allenai/ultrafeedback ... Dataset:argilla/distilabel-int... Dataset:b-mc2/sql-create-conte... Dataset:bluemoon-fandom-1-1-rp...   Dataset:boolq   Dataset:cakiki/rosetta-code   Dataset:camel-ai/biology   Dataset:camel-ai/chemistry   Dataset:camel-ai/math   Dataset:camel-ai/physics   Dataset:codeparrot/apps   Dataset:facebook/belebele Dataset:glaiveai/glaive-functi... Dataset:grimulkan/limarp-augme... Dataset:jondurbin/airoboros-3.... Dataset:jondurbin/cinematika-v... Dataset:jondurbin/contextual-d... Dataset:jondurbin/gutenberg-dp...   Dataset:jondurbin/py-dpo-v0.1 Dataset:jondurbin/truthy-dpo-v...   Dataset:kingbri/pippa-sharegpt   Dataset:ldjnr/capybara   Dataset:lmsys/lmsys-chat-1m Dataset:mattpscott/airoboros-s... Dataset:migtissera/synthia-v1.... Dataset:muennighoff/natural-in...   Dataset:open-orca/slimorca   Dataset:openbookqa Dataset:parisneo/lollms aware ...   Dataset:piqa   Dataset:ropes   Dataset:squad v2   Dataset:tiger-lab/mathinstruct Dataset:unalignment/toxic-dpo-... Dataset:vezora/tested-22k-pyth... Dataset:whiterabbitneo/wrn-cha... Dataset:whiterabbitneo/wrn-cha...   Dataset:winogrande Dataset:wizardlm/wizardlm evol...   Endpoints compatible   Instruct   License:other   Llama   Region:us   Safetensors   Sharded   Tensorflow

Bagel DPO 34B V0.5 Benchmarks

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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  
Bagel DPO 34B V0.5 (jondurbin/bagel-dpo-34b-v0.5)

Best Alternatives to Bagel DPO 34B V0.5

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HF Rank
Bagel 34B V0.571.04195K / 68.7 GB2107
Bagel 34B V0.469.81195K / 68.7 GB31911
Dolphin 2.2 Yi 34B 200K195K / 69.2 GB723834
...gpt 32K Codellama 34B Instruct32K / 67.5 GB87492
CodeLlama 34B Instruct Hf16K / 1.4 GB33
Codellama Pygmalion16K / 3.3 GB50
CodeLlama 34B Instruct Hf HQQ16K / 19.2 GB61
CodeLlama 34B Instruct Hf16K / 67.5 GB24472266
Speechless Codellama 34B V2.016K / 67.5 GB405114
...gpt 16K Codellama 34B Instruct16K / 67.5 GB814

Bagel DPO 34B V0.5 Parameters and Internals

LLM NameBagel DPO 34B V0.5
RepositoryOpen on ๐Ÿค— 
Base Model(s)  01-ai/yi-34b-200k   01-ai/yi-34b-200k
Model Size34b
Required VRAM68.7 GB
Model Typellama
Model Files  4.0 GB: 1-of-18   3.9 GB: 2-of-18   3.9 GB: 3-of-18   3.9 GB: 4-of-18   3.9 GB: 5-of-18   3.9 GB: 6-of-18   3.9 GB: 7-of-18   3.9 GB: 8-of-18   3.9 GB: 9-of-18   3.9 GB: 10-of-18   3.9 GB: 11-of-18   3.9 GB: 12-of-18   3.9 GB: 13-of-18   3.9 GB: 14-of-18   3.9 GB: 15-of-18   3.9 GB: 16-of-18   3.9 GB: 17-of-18   2.3 GB: 18-of-18
Model ArchitectureLlamaForCausalLM
Context Length200000
Model Max Length200000
Transformers Version4.39.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20240042001