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Q3

Qwen3.6 35B A3B Escha W2

huggingface.co·Infrastructure

This Hugging Face model is a highly compressed 2-bit quantized variant of the Qwen3.6-35B-A3B large language model. It achieves approximately 100% quality retention compared to FP8 while drastically reducing memory requirements. The model is designed for local or edge inference and is suitable for developers building applications that require strong reasoning and coding capabilities from a smaller footprint. It includes custom tokenization and prompt formatting templates.

Open SourceWebCLIAPI
QQwen3.6 35B A3B Escha W2 preview
Visit huggingface.co↗
2alternatives
4features
2025since

Overview

4 features

Qwen3.6 35B A3B Escha W2 is a Foundation models & chat project. It focuses on running large language models efficiently on limited hardware without significant quality loss. Qwen3.6 35B A3B Escha W2 is an open-source project aimed at AI researchers and developers. Qwen3.6 35B A3B Escha W2 is open source under the Open Source license. It ships for the web, the command line, and API.

EschaLabs builds and maintains Qwen3.6 35B A3B Escha W2, and it first shipped in 2025. Key capabilities include 2-bit Quantization, High Fidelity Retention, and Efficient Inference.

Summary written by a language model from the project’s public pages.

  • ✓2-bit Quantization
  • ✓High Fidelity Retention
  • ✓Efficient Inference
  • ✓Large Context Support
Tags
quantized-llmqwen-model2-bit-quantizationefficient-inferenceopen-weights
AI capabilities
TextCode
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserCLIAPI-only
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
studio in the HTML

Trust & compliance

License
Open Source
Verified signals
✓HTTPS✓Open Source✓Free tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed29 Jul · 17:16 UTC
    Show HN: 2-bit Qwen3.6-35B-A3B with ~100% FP8 quality retention verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Qwen3.6 35B A3B Escha W2

What is Qwen3.6 35B A3B Escha W2?
Qwen3.6 35B A3B Escha W2 focuses on running large language models efficiently on limited hardware without significant quality loss. It is catalogued under Foundation models & chat on PulseGate.
Who is Qwen3.6 35B A3B Escha W2 for?
Qwen3.6 35B A3B Escha W2 is an open-source project built for AI researchers and developers.
Does Qwen3.6 35B A3B Escha W2 have a free plan?
Yes — Qwen3.6 35B A3B Escha W2 is open source under the Open Source license and free to use.
What platforms does Qwen3.6 35B A3B Escha W2 run on?
Qwen3.6 35B A3B Escha W2 runs on the web, the command line, and API.
Is Qwen3.6 35B A3B Escha W2 still maintained?
Unverified. Qwen3.6 35B A3B Escha W2 has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to Qwen3.6 35B A3B Escha W2?
Similar projects tracked by PulseGate include Qwen 3.6 35B A3B VRAP 4 Bit AWQ 21.2GB, Qwen3.6 35B A3B, and Qwen3.6 35B A3B.Qwen 3.6 35B A3B VRAP 4 Bit AWQ 21.2GBQwen3.6 35B A3BQwen3.6 35B A3B
Who makes Qwen3.6 35B A3B Escha W2?
Qwen3.6 35B A3B Escha W2 is developed by EschaLabs.
How long has Qwen3.6 35B A3B Escha W2 been around?
Qwen3.6 35B A3B Escha W2 first shipped in 2025.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
Open Source
Built for
AI researchers and developers
Model
Open source
Solves
Running large language models efficiently on limited hardware without significant quality loss.

Developer

EschaLabs

Live coverage

Identity confidence
Medium · 70.4
Indexed
29 Jul 2026
Lifecycle
Alive
Last seen
29 Jul 2026
Identity audit (13)
Slug
show-hn-2-bit-qwen3-6-35b-a3b-with-100-fp8-quality-rete-huggingface-co
Lifecycle state recorded
29 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
29 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
29 Jul 2026
Canonical URL
https://huggingface.co/EschaLabs/Qwen3.6-35B-A3B-Escha-W2

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