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

 »  All LLMs  »  MediaTek-Research  »  Breeze 7B 32K Instruct V1.0   URL Share it on

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  Arxiv:2403.02712   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/MediaTek-Research/Breeze-7B-32k-Instruct-v1_0 

Breeze 7B 32K Instruct V1.0 Benchmarks

LLME Score: 0.184
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 (MediaTek-Research/Breeze-7B-32k-Instruct-v1_0)

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

Model Type 
Causal decoder-only transformer language model
Use Cases 
Primary Use Cases:
Q&A, RAG, multi-round chat, summarization
Supported Languages 
language_codes_and_proficency_levels (English and Traditional Chinese (zh))
Input Output 
Accepted Modalities:
text
LLM NameBreeze 7B 32K Instruct V1.0
Repository 🤗https://huggingface.co/MediaTek-Research/Breeze-7B-32k-Instruct-v1_0 
Model Size7b
Required VRAM15 GB
Updated2025-02-22
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

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

Model
Likes
Downloads
VRAM
...7B 32K Instruct V1.0 Lora Gguf0144 GB

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

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB120
...1 Summarize 64K LoRANET Merged128K / 14.4 GB110
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB1916301573
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB37505
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB37063
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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