Remove ASYM

README.md

@@ -23,7 +23,7 @@ This repository provides **quantized runtime packages** of
 **[Qwen/Qwen3-Next-80B-A3B-Instruct](https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct)**, repackaged for **vLLM** using the **compressed-tensors** format.
 
 > **TL;DR**
-> - **This repo is quantized** with branches **W4A16-ASYM** and **W8A16**.  
+> - **This repo is quantized** with branches **W4A16** and **W8A16**.  
 > - Load with **vLLM** using `--quantization compressed-tensors`.  
 > - Qwen3‑Next **A3B** is an 80B‑parameter *hybrid MoE* model that **activates ~3B** params per token and supports **ultra‑long context (≈262K)**. Only a subset of experts is active at a time, but full weights still must be resident in GPU/CPU memory for fast inference.
 
@@ -45,12 +45,12 @@ This repository provides **quantized runtime packages** of
 > The **`main`** branch is a **landing page** (model card + links). All runnable artifacts live under per‑revision branches.
 
 - **main** — placeholder / landing page  
-- **W4A16-ASYM** — 4‑bit weights / 16‑bit activations builds and runtime assets  
+- **W4A16** — 4‑bit weights / 16‑bit activations builds and runtime assets  
 - **W8A16** — 8‑bit weights / 16‑bit activations builds
 
 **Quick links:**  
 - 🔗 **[`main`](https://huggingface.co/TheHouseOfTheDude/Qwen3-Next-80B-A3B-Instruct_Compressed-Tensors/tree/main)**  
-- 🔗 **[`W4A16-ASYM`](https://huggingface.co/TheHouseOfTheDude/Qwen3-Next-80B-A3B-Instruct_Compressed-Tensors/tree/W4A16-ASYM)**  
+- 🔗 **[`W4A16`](https://huggingface.co/TheHouseOfTheDude/Qwen3-Next-80B-A3B-Instruct_Compressed-Tensors/tree/W4A16)**  
 - 🔗 **[`W8A16`](https://huggingface.co/TheHouseOfTheDude/Qwen3-Next-80B-A3B-Instruct_Compressed-Tensors/tree/W8A16)**
 
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