qwen3.6-27b-mlp-jlens is an open-weight model from De Schamphelaere, released under other. Its published files total 18.4 GB.
The workspace Jacobian lens (Jacobian Lens paper; lenses from camilablank/workspace-lenses) is the averaged Jacobian Econtext[∂hpenult / ∂hℓ] of the penultimate residual (last block omitted) w.r.t.
Model Card
The workspace Jacobian lens (Jacobian Lens paper; lenses from camilablank/workspace-lenses) is the averaged Jacobian Econtext[∂hpenult / ∂hℓ] of the penultimate residual (last block omitted) w.r.t. the layer-ℓ residual, read out with the model's finalnorm + WU. This repo composes J[42] with layer-42's MLP weights to give the averaged Jacobian to/from the MLP — i.e. the MLP state read through the workspace lens. d = 5120, dff = 17408, model = Qwen/Qwen3.6-27B, penultimate block = 62. - The read-out is an exact averaged Jacobian: it reads the current-token concept/operation the MLP contributes (e.g. bug → removing, antibiotics → healing, capital → geographical). It is a concept readout, not a…
Excerpt from the card by De Schamphelaere, licensed other.
Identity and Version
- Repository
- ceselder/qwen3.6-27b-mlp-jlens
- Publisher
- De Schamphelaere
- 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
- 30f19fa2bfc92cc024aadb9470ae8b0fe72a8639
- First published
- 2026-09-19
- Last updated
- 2026-09-20
Files and Weights
71 files, 18.4 GB in total. The weights are 65 files totalling 18.4 GB in safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| mlp_jlens_maps.safetensors | Weights | 587.3 MB | 114469f24444 |
| mlp_operators.safetensors | Weights | 3.3 GB | a35694ddc61e |
| readout_L00.safetensors | Weights | 230.8 MB | da9789a48d6e |
| readout_L01.safetensors | Weights | 230.8 MB | ca49190498c8 |
| readout_L02.safetensors | Weights | 230.8 MB | 433d9ba3b480 |
| readout_L03.safetensors | Weights | 230.8 MB | 58f3dd5ed4b3 |
| readout_L04.safetensors | Weights | 230.8 MB | b549ccfdaf6a |
| readout_L05.safetensors | Weights | 230.8 MB | b5c8789f1f36 |
| readout_L06.safetensors | Weights | 230.8 MB | 5efcba3e9a3e |
| readout_L07.safetensors | Weights | 230.8 MB | 32cba90e8c0d |
| readout_L08.safetensors | Weights | 230.8 MB | ae6135677f3b |
| readout_L09.safetensors | Weights | 230.8 MB | afaa35387d19 |
| readout_L10.safetensors | Weights | 230.8 MB | 414dc882d1e5 |
| readout_L11.safetensors | Weights | 230.8 MB | 0029c481314e |
| readout_L12.safetensors | Weights | 230.8 MB | 8971d0f862a0 |
| readout_L13.safetensors | Weights | 230.8 MB | 3df159134169 |
| readout_L14.safetensors | Weights | 230.8 MB | 37bc81523141 |
| readout_L15.safetensors | Weights | 230.8 MB | ccf78e0de019 |
| readout_L16.safetensors | Weights | 230.8 MB | ca0355eae7ba |
| readout_L17.safetensors | Weights | 230.8 MB | 36a89c0b124f |
| readout_L18.safetensors | Weights | 230.8 MB | 471b4bbad8db |
| readout_L19.safetensors | Weights | 230.8 MB | 085e21cea349 |
| readout_L20.safetensors | Weights | 230.8 MB | c28043c4e4b0 |
| readout_L21.safetensors | Weights | 230.8 MB | c4b352296e4e |
| readout_L22.safetensors | Weights | 230.8 MB | 4303b17a25dd |
| readout_L23.safetensors | Weights | 230.8 MB | c4e7e0ae2fac |
| readout_L24.safetensors | Weights | 230.8 MB | fef6810edc36 |
| readout_L25.safetensors | Weights | 230.8 MB | 654ab5e643da |
| readout_L26.safetensors | Weights | 230.8 MB | 0f8189d00045 |
| readout_L27.safetensors | Weights | 230.8 MB | 3e77cb16f0a1 |
| readout_L28.safetensors | Weights | 230.8 MB | a44bd15f4a25 |
| readout_L29.safetensors | Weights | 230.8 MB | 406165c7a4de |
| readout_L30.safetensors | Weights | 230.8 MB | f75c4232bfc0 |
| readout_L31.safetensors | Weights | 230.8 MB | 611510c4e83e |
| readout_L32.safetensors | Weights | 230.8 MB | 484c88fcfb8b |
| readout_L33.safetensors | Weights | 230.8 MB | 12722fa9adb3 |
| readout_L34.safetensors | Weights | 230.8 MB | 58d36cbe4b84 |
| readout_L35.safetensors | Weights | 230.8 MB | b50ff6498a01 |
| readout_L36.safetensors | Weights | 230.8 MB | b820764bec7e |
| readout_L37.safetensors | Weights | 230.8 MB | 9adfa4644cc5 |
| readout_L38.safetensors | Weights | 230.8 MB | 279c0b51afda |
| readout_L39.safetensors | Weights | 230.8 MB | def026a89a5b |
| readout_L40.safetensors | Weights | 230.8 MB | 416839fc43f2 |
| readout_L41.safetensors | Weights | 230.8 MB | 2b5ba06f4d19 |
| readout_L42.safetensors | Weights | 230.8 MB | 130c9fcac9b1 |
| readout_L43.safetensors | Weights | 230.8 MB | d56a82d36c3b |
| readout_L44.safetensors | Weights | 230.8 MB | 8610e4eb8bec |
| readout_L45.safetensors | Weights | 230.8 MB | c41271eee383 |
| readout_L46.safetensors | Weights | 230.8 MB | 6b84d816df03 |
| readout_L47.safetensors | Weights | 230.8 MB | c5a46a515e33 |
| readout_L48.safetensors | Weights | 230.8 MB | c3623205130e |
| readout_L49.safetensors | Weights | 230.8 MB | 361ce44685b0 |
| readout_L50.safetensors | Weights | 230.8 MB | f6982f9c8da2 |
| readout_L51.safetensors | Weights | 230.8 MB | 874c0a770c50 |
| readout_L52.safetensors | Weights | 230.8 MB | ff8bc3d2867f |
| readout_L53.safetensors | Weights | 230.8 MB | 91070c131741 |
| readout_L54.safetensors | Weights | 230.8 MB | 965f18fcee1e |
| readout_L55.safetensors | Weights | 230.8 MB | 48293d360409 |
| readout_L56.safetensors | Weights | 230.8 MB | 3524f505b0c0 |
| readout_L57.safetensors | Weights | 230.8 MB | 013271c4e45c |
| readout_L58.safetensors | Weights | 230.8 MB | 8c1876ebc624 |
| readout_L59.safetensors | Weights | 230.8 MB | 16cf6dc2de86 |
| readout_L60.safetensors | Weights | 230.8 MB | 01dd9ce6d2c7 |
| readout_L61.safetensors | Weights | 230.8 MB | 8e68c09842ea |
| readout_L62.safetensors | Weights | 230.8 MB | d02714605893 |
| README.md | Documentation | 3.9 KB | — |
| README_all_layers.md | Documentation | 1.0 KB | — |
| README_mlp_operators.md | Documentation | 1.1 KB | — |
| examples.parquet | Other | 9.6 KB | c198d9a2113b |
| transform_pairs.parquet | Other | 36.1 KB | c14072a5c29e |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- other
- Access
- Open weights, no gate
- Download size
- 18.4 GB
Released by De Schamphelaere through its official repository on Hugging Face.
Built From
- Derived from Qwen/Qwen3.6-27B
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 18.4 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About qwen3.6-27b-mlp-jlens
What license is qwen3.6-27b-mlp-jlens released under?
other, as its publisher declares it. Read the license text before commercial use.