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Open-weight model

swecl-qwen35-ckpt

by XuQixin Racktic/swecl-qwen35-ckpt

swecl-qwen35-ckpt is an open-weight model from XuQixin. Its published files total 2.6 TB.

RL checkpoints of Qwen3.5-4B trained with ACT/WRITE co-evolving memory RL on SWE-Bench-CL 6p6 episode data (miles framework, GRPO, no cpu-offload). Weights exported from Megatron torchdist via language-tower conversion, with model.visual. / mtp.

Parameters
Context
Weights2.6 TB
License
AccessOpen weights
Monthly Downloads

Model Card

RL checkpoints of Qwen3.5-4B trained with ACT/WRITE co-evolving memory RL on SWE-Bench-CL 6p6 episode data (miles framework, GRPO, no cpu-offload). Weights exported from Megatron torchdist via language-tower conversion, with model.visual. / mtp. tensors (312) grafted verbatim from the base Qwen/Qwen3.5-4B checkpoint (training never touched them), stored in model-graft.safetensors. Mamba fp32-family tensors (Alog, linearattn norms, 48 keys) are upcast bf16→fp32 to match the base dtype contract — numerically identical to the trained values (Megatron stores the model state in bf16). Each export passed a 4-gate validation: full key/shape/dtype manifest parity vs base, language-tower difference…

Excerpt from the card by XuQixin.

Identity and Version

Repository
Racktic/swecl-qwen35-ckpt
Publisher
XuQixin
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
fda993c716cd65a5e899f30361c6fcaedc20fafd
First published
2026-07-20
Last updated
2026-09-20

Files and Weights

4,283 files, 2.6 TB in total. The weights are 632 files totalling 2.6 TB in pt, safetensors.

Weights632 files · 2.6 TB
Configuration1210 files · 14.4 MB
Documentation607 files · 27.0 MB
Other320 files · 71.0 GB
Repository231 files · 926.5 KB
Every file (first 3,000)
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License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
2.6 TB
Download from XuQixin

Released by XuQixin through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published2.6 TB

Weights only, from the published parameter count; the key-value cache and runtime add to this.