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Polaris V1 by nitrai-research

By nitrai-research · 1434 downloads

Polaris V1 is an open-source language model by nitrai-research. Features: 4b LLM, VRAM: 2.7GB, Context: 256K, License: apache-2.0, Quantized, Merged, LLM Explorer Score: 0.34.

  Merged Model   Agentic-ai Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3.5-4b   Code   Conversational   En   Endpoints compatible   Gguf   Model-index   Nitrai   Polaris   Quantized   Qwen3 5 text   Reasoning   Region:us   Safetensors   Swe-bench   Zh

Polaris V1 Parameters and Internals

LLM NamePolaris V1
Repository πŸ€—https://huggingface.co/nitrai-research/Polaris-V1 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Merged ModelYes
Model Size4b
Required VRAM2.7 GB
Updated2026-08-19
Maintainernitrai-research
Model Typeqwen3_5_text
Model Files  8.4 GB   2.7 GB   4.5 GB
Supported Languagesen zh
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureQwen3_5ForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version5.14.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size248320
Errorsreplace

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Qwen3.5 4B Qat Lean 4bit Mlx256K / 2.4 GB1550
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Agents A1 4B Fable Preview256K / 8.4 GB1030
...ts A1 4B Fable Preview Heretic256K / 8.4 GB22852
Qwen35 4B T13 Opd Rkl Ckpt50256K / 8.4 GB4670
Zira Researcher256K / 8.4 GB1528412
...nts A1 4B Kimi Preview Heretic256K / 8.4 GB2870
Qwen35 4B Soyuz Merged256K / 8.4 GB5253
Qwen3.5 4B EU256K / 9.7 GB870
Note: green Score (e.g. "73.2") means that the model is better than nitrai-research/Polaris-V1.