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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 Benchmarks

LLME Score: 0.22734
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

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

LLM NameBreeze 7B 32K Instruct V1.0
Repository 🤗https://huggingface.co/MediaTek-Research/Breeze-7B-32k-Instruct-v1_0 
Model Size7b
Required VRAM15 GB
Updated2024-09-07
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 Gguf0454 GB

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

Best Alternatives
Context / RAM
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Likes
...daz Web AI ChatML 512K Project512K / 14.5 GB170
... Summarize 64K QLoRANET Merged128K / 4.1 GB50
...1 Summarize 64K LoRANET Merged128K / 14.4 GB70
Mistral 7B Instruct V0.232K / 14.4 GB10818462499
Mistral 7B Instruct V0.132K / 14.4 GB6276621495
...ty Instruct 3M 0613 Mistral 7B32K / 14.4 GB528410
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB20532
Dolphin 2.8 Mistral 7B V0232K / 14.4 GB24045205
XLAM 7B R32K / 14.4 GB9018
...lExperiment 7B MagicCoder V7.532K / 14.4 GB51396
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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Release v2024072803
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