Bagel 34B V0.2 by jondurbin

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  Autotrain compatible   Conversational   Dataset:ai2 arc Dataset:allenai/ultrafeedback ...   Dataset:boolq   Dataset:cais/mmlu   Dataset:cakiki/rosetta-code   Dataset:codeparrot/apps   Dataset:datasets/winogrande   Dataset:drop   Dataset:facebook/belebele   Dataset:intel/orca dpo pairs Dataset:jondurbin/cinematika-v... Dataset:jondurbin/truthy-dpo-v...   Dataset:julielab/emobank   Dataset:kingbri/pippa-sharegpt   Dataset:ldjnr/capybara   Dataset:lmsys/lmsys-chat-1m Dataset:migtissera/synthia-v1.... Dataset:muennighoff/natural-in...   Dataset:nvidia/helpsteer   Dataset:open-orca/slimorca   Dataset:openbookqa   Dataset:piqa   Dataset:spider   Dataset:squad v2 Dataset:squish42/bluemoon-fand...   Dataset:tiger-lab/mathinstruct   Dataset:unalignment/spicy-3.1 Dataset:unalignment/toxic-dpo-... Dataset:vezora/tested-22k-pyth...   Endpoints compatible   License:apache-2.0   Llama   Region:us   Safetensors   Sharded   Tensorflow

Bagel 34B V0.2 Benchmarks

Bagel 34B V0.2 Parameters and Internals

LLM NameBagel 34B V0.2
RepositoryOpen on ๐Ÿค— 
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 Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Bagel 34B V0.2 (jondurbin/bagel-34b-v0.2)

Best Alternatives to Bagel 34B V0.2

Best Alternatives
HF Rank
Yi 34B 200K0.3195K / 68.9 GB5842313
Smaug 34B V0.10.3195K / 69.2 GB334158
Smaug 34B V0.1 ExPO0.3195K / 69.2 GB19980
Faro Yi 34B0.3195K / 69.2 GB27176
Bagel DPO 34B V0.50.3195K / 68.7 GB157017
Yi 34B 200K HESOYAM 09050.3195K / 69.2 GB3890
Nous Capybara 34B0.3195K / 68.9 GB7455240
Bagel DPO 34B V0.20.3195K / 69.2 GB283697
Deepmoney 34B 200K Base0.3195K / 68.9 GB114352
Tess 2.0 Yi 34B 200K0.3195K / 69.2 GB4515
Note: green Score (e.g. "73.2") means that the model is better than jondurbin/bagel-34b-v0.2.

Rank the Bagel 34B V0.2 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 v2024071601