LLM EXPLORER 60,645 MODELS INDEXED

Qwen2 VL 2B Instruct by Qwen

By Qwen · 3 downloads
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Qwen2 VL 2B Instruct is an open-source language model by Qwen. Features: 2b LLM, VRAM: 4.4GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.14.

Base model:finetune:qwen/qwen2... Base model:qwen/qwen2-vl-2b-in...   Conversational   En   Instruct   Multimodal   Qwen2 vl   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct 

Qwen2 VL 2B Instruct Parameters and Internals

Model Type 
multimodal, text generation
Use Cases 
Areas:
text generation, image understanding, video understanding
Limitations:
Lack of Audio Support, Data timeliness (updated until June 2023), Constraints in Individuals and Intellectual Property recognition, Limited Capacity for Complex Instruction, Insufficient Counting Accuracy, Weak Spatial Reasoning Skills
Supported Languages 
English (high), Chinese (high), European languages (varied), Japanese (varied), Korean (varied), Arabic (varied), Vietnamese (varied)
Input Output 
Input Format:
text, image, video
Accepted Modalities:
text, image, video
Output Format:
text
Performance Tips:
Enable flash_attention_2 for better acceleration and memory saving.
Release Notes 
Version:
2B
Notes:
Introduction of instruction-tuned Qwen2-VL model.
LLM NameQwen2 VL 2B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct 
Base Model(s)  Qwen2 VL 2B Instruct   Qwen/Qwen2-VL-2B-Instruct
Model Size2b
Required VRAM4.4 GB
Updated2024-08-30
MaintainerQwen
Model Typeqwen2_vl
Instruction-BasedYes
Model Files  4.0 GB: 1-of-2   0.4 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen2VLForConditionalGeneration
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2 VL 2B Instruct

Model
Likes
Downloads
VRAM
...L 2B Instruct Unsloth Bnb 4bit723122 GB
Qwen2 VL 2B Instruct Bnb 4bit116051 GB
Qwen2 VL 2B Instruct AWQ2637523 GB
Qwen2 VL 2B Instruct GPTQ Int4287932 GB
Qwen2 VL 2B Instruct GPTQ Int8174713 GB

Best Alternatives to Qwen2 VL 2B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
ShowUI 2B32K / 4.4 GB3756279
Qwen2 VL 2B Instruct32K / 4.4 GB9255
Qwen2 VL 2B Instruct Bf1632K / 4.4 GB901
...L 2B Instruct Unsloth Bnb 4bit32K / 2.5 GB23127
Qwen2 VL 2B Instruct 4bit32K / 1.2 GB38997
Qwen2 VL 2B Instruct Bnb 4bit32K / 1.5 GB16051
Qwen2 VL 2B Instruct 8bit32K / 2.4 GB992
Qwen2 VL 2B Instruct AWQ32K / 3 GB375226
Qwen2 VL 2B Instruct GPTQ Int432K / 2.5 GB79328
Qwen2 VL 2B Instruct GPTQ Int832K / 3.1 GB47117
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-VL-2B-Instruct.