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GKA Primed HQwen3 8B Instruct by amazon

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GKA Primed HQwen3 8B Instruct is an open-source language model by amazon. Features: 8b LLM, VRAM: 17GB, Context: 128K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.3.

  Arxiv:2502.17605   Arxiv:2511.21016 Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-8b   Conversational   Endpoints compatible   Gated-kalmanet   Hybrid   Hybrid qwen3   Instruct   Instruction-tuned   Linear-attention   Long-context   Priming   Region:us   Safetensors   Sharded   Ssm   State-space-model   Tensorflow
Model Card on HF 🤗: https://huggingface.co/amazon/GKA-primed-HQwen3-8B-Instruct 

GKA Primed HQwen3 8B Instruct Benchmarks

LLME Score: 0.3009
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GKA Primed HQwen3 8B Instruct (amazon/GKA-primed-HQwen3-8B-Instruct)
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GKA Primed HQwen3 8B Instruct Parameters and Internals

LLM NameGKA Primed HQwen3 8B Instruct
Repository 🤗https://huggingface.co/amazon/GKA-primed-HQwen3-8B-Instruct 
Base Model(s)  Qwen3 8B   Qwen/Qwen3-8B
Model Size8b
Required VRAM17 GB
Updated2026-04-25
Maintaineramazon
Model Typehybrid_qwen3
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   2.2 GB: 4-of-4
Model ArchitectureHybridQwen3ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version5.3.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Errorsreplace

Best Alternatives to GKA Primed HQwen3 8B Instruct

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...mba2 Primed HQwen3 8B Instruct128K / 17 GB9573
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Note: green Score (e.g. "73.2") means that the model is better than amazon/GKA-primed-HQwen3-8B-Instruct.

Rank the GKA Primed HQwen3 8B Instruct Capabilities

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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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