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HQQ 270M by Sashvat

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HQQ 270M is an open-source language model by Sashvat. Features: 270m LLM, VRAM: 0.5GB, Context: 32K, License: other, LLM Explorer Score: 0.21.

Base model:finetune:google/gem... Base model:google/gemma-3-270m...   Conversational   Deepresearch   En   Endpoints compatible   Gemma3   Gemma3 text   Gpt oss   Hqq   Hqq-270m   Hqq 270m   Nukeverseai   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Sashvat/HQQ-270M 

HQQ 270M Benchmarks

LLME Score: 0.21205
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
HQQ 270M (Sashvat/HQQ-270M)
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HQQ 270M Parameters and Internals

LLM NameHQQ 270M
Repository 🤗https://huggingface.co/Sashvat/HQQ-270M 
Base Model(s)  Gemma 3 270M It   google/gemma-3-270m-it
Model Size270m
Required VRAM0.5 GB
Updated2026-04-09
MaintainerSashvat
Model Typegemma3_text
Model Files  0.5 GB
Supported Languagesen
Model ArchitectureGemma3ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.55.2
Tokenizer ClassGemmaTokenizer
Padding Token<eos>
Vocabulary Size262144
Torch Data Typebfloat16

Best Alternatives to HQQ 270M

Best Alternatives
Context / RAM
Downloads
Likes
Functiongemma 270M It32K / 0.5 GB36641941
Gemma 3 270M32K / 0.5 GB160765828
Gemma 3 270M It32K / 0.5 GB110713569
Gemma 3 270M Sindhi32K / 0.6 GB68400
Episodic Lora3 Grpo2 Merged32K / 0.5 GB7280
Episodic Lora3 Grpo Merged32K / 0.5 GB4201
Episodic Lora3 Grpo4 Merged32K / 0.5 GB5070
...270M It User Prompt Classifier32K / 0.5 GB4470
Functiongemma 270M It32K / 0.5 GB977512
Gemma 3 270M It32K / 0.5 GB2014623
Note: green Score (e.g. "73.2") means that the model is better than Sashvat/HQQ-270M.

Rank the HQQ 270M 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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