Mattepiu/Qwen3-Coder-Next-REAP-48B-A3B

🤗 Hugging Face sourceapache-2.048.9B params3B activated98 GBsafetensors✓ 21 checksumsupdated today
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Qwen3-Coder-Next-REAP-48B-A3B has the following specifications:

  • Type: Causal Language Models
  • Number of Parameters: 48B in total and 3B activated
  • Hidden Dimension: 2048
  • Number of Layers: 48
  • Hybrid Layout: 12 * (3 * (Gated DeltaNet -> MoE) -> 1 * (Gated Attention -> MoE))
  • Gated Attention:
  • Number of Attention Heads: 16 for Q and 2 for KV
  • Head Dimension: 256
  • Rotary Position Embedding Dimension: 64
  • Gated DeltaNet:
    **Number of Linear Attention Heads: 32 for V and 16 for QK
    **Head Dimension: 128
  • Mixture of Experts:
  • **Number of Experts: 308 (uniformly pruned from 512)
  • **Number of Activated Experts: 10
  • **Number of Shared Experts: 1
  • Context Length: 262,144 natively
  • Compression Method: REAP (Router-weighted Expert Activation Pruning)
  • Compression Ratio: 40% expert pruning

Test video 1 (agentic task) @Q4_K_XL : https://www.bilibili.com/video/BV1f8cNzcEHV/
Prompt: please clone the repository https://github.com/ggml-org/llama.cpp in /home/lovedheart/llama_ and review the PR 19435.

Test video 2 -> fastllm (int8 quantization) approx. Q8_0 in GGUF : https://www.bilibili.com/video/BV1hwFJzXEVP/
Prompt: Create a cosmic nebula background using Three.js with the following requirements: a deep black space background with twinkling white stars; 2–3 large semi-transparent purple/pink nebula clouds with a smoky texture; slow rotation animation; optimized for white text display. Implementation details: 1. Starfield: 5000 white particles randomly distributed with subtle twinkling; 2. Nebula: 2–3 large purple particle clusters using additive blending mode; 3. Colors: #8B5CF6, #C084FC, #F472B6 (purple to pink gradient); 4. Animation: overall rotation.y += 0.001, stars' opacity flickering; 5. Setup: WebGLRenderer with alpha:true and black background.