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Bagel 7B V0.1 by jondurbin

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  Autotrain compatible   Conversational   Dataset:ai2 arc   Dataset:boolq   Dataset:cais/mmlu   Dataset:cakiki/rosetta-code   Dataset:codeparrot/apps   Dataset:datasets/winogrande   Dataset:drop   Dataset:facebook/belebele Dataset:jondurbin/cinematika-v...   Dataset:lmsys/lmsys-chat-1m Dataset:migtissera/synthia-v1.... Dataset:muennighoff/natural-in...   Dataset:open-orca/slimorca   Dataset:openbookqa   Dataset:piqa   Dataset:spider   Dataset:squad v2   Dataset:tiger-lab/mathinstruct   Dataset:unalignment/spicy-3.1 Dataset:vezora/tested-22k-pyth...   Endpoints compatible   Has space   License:apache-2.0   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Bagel 7B V0.1 Benchmarks

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

Quantized Models of the Bagel 7B V0.1

Bagel 7B V0.1 GGUF213 GB
Bagel 7B V0.1 GPTQ074 GB

Best Alternatives to Bagel 7B V0.1

Best Alternatives
HF Rank
Ogno Monarch Jaskier Merge 7B76.4332K / 14.5 GB592
Jaskier 7B DPO V5.676.4132K / 14.4 GB3027
Jaskier 7B DPO V6.176.3632K / 14.4 GB210
OGNO 7B76.3432K / 14.4 GB103611
Omningotex 7B Slerp76.3332K / 14.4 GB6123
StrangeMerges 25 7B Dare Ties76.3332K / 14.4 GB1200
DPO Binarized NeutrixOmnibe 7B76.3132K / 14.4 GB5342
OgnoMonarch 7B76.332K / 14.5 GB1680
StrangeMerges 21 7B Slerp76.2932K / 14.4 GB6580
Monarch 7B76.2532K / 14.4 GB8495
Note: green Score (e.g. "73.2") means that the model is better than jondurbin/bagel-7b-v0.1.

Bagel 7B V0.1 Parameters and Internals

LLM NameBagel 7B V0.1
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM14.4 GB
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003