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Macaroni V2 7B by andrijdavid

 »  All LLMs  »  andrijdavid  »  Macaroni V2 7B   URL Share it on

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:flemmingmiguel/mbx-... Base model:mistralai/mistral-7... Base model:mlabonne/omnibeagle... Base model:vanillaovo/supermar...   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Macaroni V2 7B Benchmarks

ARC: 67.15-30.3%
HellaSwag: 83.84-12%
MMLU: 61.29-29.1%
TruthfulQA: 67.0713.7%
WinoGrande: 79.56-9.1%
GSM8K: 13.42-85.4%
nn.n% — How the model compares to the GPT-4.

Macaroni V2 7B Parameters and Internals

LLM NameMacaroni V2 7B
RepositoryOpen on 🤗 
Base Model(s)  MBX 7B V3   OmniBeagle 7B   mistralai/Mistral-7B-v0.1   Supermario V4   flemmingmiguel/MBX-7B-v3   mlabonne/OmniBeagle-7B   mistralai/Mistral-7B-v0.1   vanillaOVO/supermario_v4
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2024-07-27
Maintainerandrijdavid
Model Typemistral
Model Files  1.9 GB: 1-of-8   2.0 GB: 2-of-8   1.9 GB: 3-of-8   2.0 GB: 4-of-8   1.9 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   0.9 GB: 8-of-8
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Macaroni V2 7B (andrijdavid/Macaroni-v2-7b)

Best Alternatives to Macaroni V2 7B

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
MegaBeam Mistral 7B 300K0.3282K / 14.4 GB205715
Hebrew Mistral 7B 200K0.3256K / 30 GB204815
Astral 256K 7B V20.2250K / 14.4 GB2470
Astral 256K 7B0.2250K / 14.4 GB2330
Buddhi 128K Chat 7B0.3128K / 14.4 GB61214
LuminRP 7B 128K V0.20.3128K / 14.4 GB2610
...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2360
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB80
LuminRP 7B 128K V0.50.2128K / 14.5 GB101
LuminRP 7B 128K V0.40.2128K / 14.4 GB121
Note: green Score (e.g. "73.2") means that the model is better than andrijdavid/Macaroni-v2-7b.

Rank the Macaroni V2 7B 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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Release v2024072501
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