Breeze 7B 32K Instruct V1.0 by MediaTek-Research

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  Arxiv:2403.02712   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Zh

Breeze 7B 32K Instruct V1.0 Parameters and Internals

LLM NameBreeze 7B 32K Instruct V1.0
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM15 GB
Updated2024-07-27
MaintainerMediaTek-Research
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   4.6 GB: 3-of-4   0.5 GB: 4-of-4   5.0 GB: 1-of-4   4.9 GB: 2-of-4   4.6 GB: 3-of-4   0.5 GB: 4-of-4
Supported Languageszh en
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size62464
Torch Data Typebfloat16
Breeze 7B 32K Instruct V1.0 (MediaTek-Research/Breeze-7B-32k-Instruct-v1_0)

Quantized Models of the Breeze 7B 32K Instruct V1.0

Model
Likes
Downloads
VRAM
...7B 32K Instruct V1.0 Lora Gguf0324 GB

Best Alternatives to Breeze 7B 32K Instruct V1.0

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2360
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB80
Mistral 7B Instruct V0.10.532K / 14.4 GB4256091476
...ty Instruct 3M 0613 Mistral 7B0.432K / 14.4 GB4409
Dolphin 2.8 Mistral 7B V020.332K / 14.4 GB773202
Vikhr 7B Instruct 0.40.332K / 15.2 GB3823726
...aul Dolphin Beagle Breadcrumbs0.332K / 14.5 GB20830
Configurable Mistral 7B0.332K / 14.4 GB40411
Oumuamua 7B Instruct V20.332K / 14.7 GB62122
Breeze 7B Instruct V1.00.332K / 15 GB873044
Note: green Score (e.g. "73.2") means that the model is better than MediaTek-Research/Breeze-7B-32k-Instruct-v1_0.

Rank the Breeze 7B 32K Instruct V1.0 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 v2024072501