# EschaLabs/Qwen3.6-35B-A3B-Escha-W2

Model from Hugging Face for text generation: EschaLabs/Qwen3.6-35B-A3B-Escha-W2 · mlx

## Facts

- Type: LLM
- Task: text-generation
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/EschaLabs/Qwen3.6-35B-A3B-Escha-W2/blob/main/LICENSE)
- Source: https://huggingface.co/EschaLabs/Qwen3.6-35B-A3B-Escha-W2
- Hosting: hosted (13 files)
- Files: 13 hosted of 21 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 13 files, 12.3 GB
- Full repo upstream: 12.3 GB
- Recommended file: 12.3 GB (4 files)
- Parameters: 35B (3B active)
- Download: https://huggingbay.xyz/artifact/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/download-plan)
- Per-file SHA-256: available for 13 of 13 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 201
- Stars: 257
- Card completeness: 96%

## Description

External Hugging Face catalog record for EschaLabs/Qwen3.6-35B-A3B-Escha-W2. Task: text generation. Library: mlx. Languages: en. Includes 7 model-card evaluation signals. Popularity signal at import: 2,669 downloads and 257 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Task categories: text-generation
- Languages: en
- Metrics: accuracy, code_eval
- Model-index entries: Qwen3.6-35B-A3B-Escha-W2
- Evaluation signals: 7 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- HumanEval+: pass@1 (greedy = 92.07 (Code Generation)
- CRUXEval-O: acc (n=800) = 61.75 (Code Reasoning)
- LiveCodeBench v6 (release_v6: pass@1 (subset — retention vs FP8) = 62.64 (Code Generation)
- Commonsense-6 (avg): avg acc (thinking-off) = 76.06 (Commonsense Reasoning)
- MMLU-Pro: acc (5-shot CoT = 80.9 (Knowledge & Reasoning)
- MATH-500: acc (thinking-on = 93.8 (Math Reasoning)
- GPQA-Diamond: acc (thinking-on) = 77.8 (Graduate-level Science)

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- README.md (36 KB)
- THIRD_PARTY_LICENSES/Qwen-LICENSE.txt (11 KB)
- chat_template.jinja (16 KB)
- config.json (23 KB)
- generation_config.json (202 B)
- kld_corpus_v1.json (4.3 KB)
- kld_corpus_v1.pt (2.0 MB) LFS
- merges.txt (3.2 MB)
- model-00001-of-00003.safetensors (5.0 GB) LFS
- model-00002-of-00003.safetensors (4.9 GB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-22T07:50:56.102Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Qwen3.6-35B-A3B-Escha-W2.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-eschalabs-qwen3-6-35b-a3b-escha-w2/decentralized-fallbacks