Qwen2.5 7B Instruct 1M 6bit by mlx-community

 ยป  All LLMs  ยป  mlx-community  ยป  Qwen2.5 7B Instruct 1M 6bit   URL Share it on

  6-bit   6bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-7b-ins...   Chat   Conversational   En   Endpoints compatible   Instruct   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Qwen2.5 7B Instruct 1M 6bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2.5 7B Instruct 1M 6bit (mlx-community/Qwen2.5-7B-Instruct-1M-6bit)

Qwen2.5 7B Instruct 1M 6bit Parameters and Internals

LLM NameQwen2.5 7B Instruct 1M 6bit
Repository ๐Ÿค—https://huggingface.co/mlx-community/Qwen2.5-7B-Instruct-1M-6bit 
Base Model(s)  Qwen/Qwen2.5-7B-Instruct-1M   Qwen/Qwen2.5-7B-Instruct-1M
Model Size7b
Required VRAM6.2 GB
Updated2025-03-14
Maintainermlx-community
Model Typeqwen2
Instruction-BasedYes
Model Files  5.4 GB: 1-of-2   0.8 GB: 2-of-2
Supported Languagesen
Quantization Type6bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length1010000
Model Max Length1010000
Transformers Version4.47.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Qwen2.5 7B Instruct 1M 6bit

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct 1M Unsloth Bnb 4bit986K / 7.5 GB14222
Qwen2.5 7B Instruct 1M 4bit986K / 4.3 GB6237
Qwen2.5 7B Instruct 1M 8bit986K / 8.1 GB2143
Distill Qw Test32K / 15.2 GB280
Zirel 7B Math32K / 15.2 GB370
...5 7B Instruct Unsloth Bnb 4bit32K / 7.2 GB826552
Mini QwQ32K / 15.2 GB391
Qwen2.5 7B Instruct Bnb 4bit32K / 5.5 GB84786311
AetherSett32K / 15.2 GB351
SphinX32K / 15.2 GB321
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2.5-7B-Instruct-1M-6bit.

Rank the Qwen2.5 7B Instruct 1M 6bit Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 45019 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227