Bagel DPO 7B V0.1 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: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: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

Rank the Bagel DPO 7B V0.1 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  
Bagel DPO 7B V0.1 (jondurbin/bagel-dpo-7b-v0.1)

Quantized Models of the Bagel DPO 7B V0.1

Bagel DPO 7B V0.1 GGUF5713 GB
Bagel DPO 7B V0.1 GPTQ02294 GB
Bagel DPO 7B V0.1 AWQ0154 GB

Best Alternatives to Bagel DPO 7B V0.1

Best Alternatives
HF Rank
Smaugv0.1 3.0bpw H6 EXL260.1195K / 13.9 GB61
Smaugv0.1 4.0bpw H6 EXL260.1195K / 18 GB21
Smaugv0.1 4.65bpw H6 EXL260.1195K / 20.8 GB51
Smaugv0.1 5.0bpw H6 EXL260.1195K / 22.3 GB53
Smaugv0.1 6.0bpw H6 EXL260.1195K / 26.4 GB64
Smaugv0.1 8.0bpw H8 EXL260.1195K / 34.9 GB41
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than jondurbin/bagel-dpo-7b-v0.1.

Bagel DPO 7B V0.1 Parameters and Internals

LLM NameBagel DPO 7B V0.1
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM14.4 GB
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024040901