Bagel 7B V0.1 By jondurbin: Benchmarks, Features and Detailed Analysis. Insights on Bagel 7B V0.1.

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 Mistral Region:us Safetensors Sharded Tensorflow

Bagel 7B V0.1 Benchmarks

ARC: 63.91 vs 96.7 (so35)^-33.9%

HellaSwag: 83.14 vs 95.3 (gpt4)^-12.8%

MMLU: 64.56 vs 88.3 (so35)^-26.9%

TruthfulQA: 52.65 vs 59 (gpt4)^-10.8%

WinoGrande: 80.58 vs 87.5 (gpt4)^-7.9%

GSM8K: 48.07 vs 96.4 (so35)^-50.1%

LLME Score: 0.20255

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Bagel 7B V0.1 Parameters and Internals

LLM Name	Bagel 7B V0.1
Repository 🤗	https://huggingface.co/jondurbin/bagel-7b-v0.1
Model Size	7b
Required VRAM	14.4 GB
Updated	2024-10-07
Maintainer	jondurbin
Model Type	mistral
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.35.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Quantized Models of the Bagel 7B V0.1

Model	Likes	Downloads	VRAM
Bagel 7B V0.1 GGUF	2	534	3 GB
Bagel 7B V0.1 GPTQ	0	15	4 GB
Bagel 7B V0.1 AWQ	0	13	4 GB

Best Alternatives to Bagel 7B V0.1

Best Alternatives	Context / RAM	Downloads	Likes
...Nemo Instruct 2407 Abliterated	1000K / 24.5 GB	1227	6
MegaBeam Mistral 7B 512K	512K / 14.4 GB	377	41
...daz Web AI ChatML 512K Project	512K / 14.5 GB	12	0
MegaBeam Mistral 7B 300K	282K / 14.4 GB	31	15
Hebrew Mistral 7B 200K	256K / 30 GB	2536	15
Astral 256K 7B V2	250K / 14.4 GB	10	0
Astral 256K 7B	250K / 14.4 GB	9	0
Boptruth Agatha 7B	128K / 14.4 GB	43	0
Buddhi 128K Chat 7B	128K / 14.4 GB	550	15
Test001	128K / 14.5 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than jondurbin/bagel-7b-v0.1.

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

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

Release v2024072803

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