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Open-weight model

qwen3.6-27b-mlp-jlens

by De Schamphelaere ceselder/qwen3.6-27b-mlp-jlens

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.

Parameters
Context
Weights18.4 GB
Licenseother
AccessOpen weights
Monthly Downloads

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.

Weights65 files · 18.4 GB
Documentation3 files · 6.0 KB
Other2 files · 45.8 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
mlp_jlens_maps.safetensorsWeights587.3 MB 114469f24444
mlp_operators.safetensorsWeights3.3 GB a35694ddc61e
readout_L00.safetensorsWeights230.8 MB da9789a48d6e
readout_L01.safetensorsWeights230.8 MB ca49190498c8
readout_L02.safetensorsWeights230.8 MB 433d9ba3b480
readout_L03.safetensorsWeights230.8 MB 58f3dd5ed4b3
readout_L04.safetensorsWeights230.8 MB b549ccfdaf6a
readout_L05.safetensorsWeights230.8 MB b5c8789f1f36
readout_L06.safetensorsWeights230.8 MB 5efcba3e9a3e
readout_L07.safetensorsWeights230.8 MB 32cba90e8c0d
readout_L08.safetensorsWeights230.8 MB ae6135677f3b
readout_L09.safetensorsWeights230.8 MB afaa35387d19
readout_L10.safetensorsWeights230.8 MB 414dc882d1e5
readout_L11.safetensorsWeights230.8 MB 0029c481314e
readout_L12.safetensorsWeights230.8 MB 8971d0f862a0
readout_L13.safetensorsWeights230.8 MB 3df159134169
readout_L14.safetensorsWeights230.8 MB 37bc81523141
readout_L15.safetensorsWeights230.8 MB ccf78e0de019
readout_L16.safetensorsWeights230.8 MB ca0355eae7ba
readout_L17.safetensorsWeights230.8 MB 36a89c0b124f
readout_L18.safetensorsWeights230.8 MB 471b4bbad8db
readout_L19.safetensorsWeights230.8 MB 085e21cea349
readout_L20.safetensorsWeights230.8 MB c28043c4e4b0
readout_L21.safetensorsWeights230.8 MB c4b352296e4e
readout_L22.safetensorsWeights230.8 MB 4303b17a25dd
readout_L23.safetensorsWeights230.8 MB c4e7e0ae2fac
readout_L24.safetensorsWeights230.8 MB fef6810edc36
readout_L25.safetensorsWeights230.8 MB 654ab5e643da
readout_L26.safetensorsWeights230.8 MB 0f8189d00045
readout_L27.safetensorsWeights230.8 MB 3e77cb16f0a1
readout_L28.safetensorsWeights230.8 MB a44bd15f4a25
readout_L29.safetensorsWeights230.8 MB 406165c7a4de
readout_L30.safetensorsWeights230.8 MB f75c4232bfc0
readout_L31.safetensorsWeights230.8 MB 611510c4e83e
readout_L32.safetensorsWeights230.8 MB 484c88fcfb8b
readout_L33.safetensorsWeights230.8 MB 12722fa9adb3
readout_L34.safetensorsWeights230.8 MB 58d36cbe4b84
readout_L35.safetensorsWeights230.8 MB b50ff6498a01
readout_L36.safetensorsWeights230.8 MB b820764bec7e
readout_L37.safetensorsWeights230.8 MB 9adfa4644cc5
readout_L38.safetensorsWeights230.8 MB 279c0b51afda
readout_L39.safetensorsWeights230.8 MB def026a89a5b
readout_L40.safetensorsWeights230.8 MB 416839fc43f2
readout_L41.safetensorsWeights230.8 MB 2b5ba06f4d19
readout_L42.safetensorsWeights230.8 MB 130c9fcac9b1
readout_L43.safetensorsWeights230.8 MB d56a82d36c3b
readout_L44.safetensorsWeights230.8 MB 8610e4eb8bec
readout_L45.safetensorsWeights230.8 MB c41271eee383
readout_L46.safetensorsWeights230.8 MB 6b84d816df03
readout_L47.safetensorsWeights230.8 MB c5a46a515e33
readout_L48.safetensorsWeights230.8 MB c3623205130e
readout_L49.safetensorsWeights230.8 MB 361ce44685b0
readout_L50.safetensorsWeights230.8 MB f6982f9c8da2
readout_L51.safetensorsWeights230.8 MB 874c0a770c50
readout_L52.safetensorsWeights230.8 MB ff8bc3d2867f
readout_L53.safetensorsWeights230.8 MB 91070c131741
readout_L54.safetensorsWeights230.8 MB 965f18fcee1e
readout_L55.safetensorsWeights230.8 MB 48293d360409
readout_L56.safetensorsWeights230.8 MB 3524f505b0c0
readout_L57.safetensorsWeights230.8 MB 013271c4e45c
readout_L58.safetensorsWeights230.8 MB 8c1876ebc624
readout_L59.safetensorsWeights230.8 MB 16cf6dc2de86
readout_L60.safetensorsWeights230.8 MB 01dd9ce6d2c7
readout_L61.safetensorsWeights230.8 MB 8e68c09842ea
readout_L62.safetensorsWeights230.8 MB d02714605893
README.mdDocumentation3.9 KB
README_all_layers.mdDocumentation1.0 KB
README_mlp_operators.mdDocumentation1.1 KB
examples.parquetOther9.6 KB c198d9a2113b
transform_pairs.parquetOther36.1 KB c14072a5c29e
.gitattributesRepository1.5 KB

License and Download

License
other
Access
Open weights, no gate
Download size
18.4 GB
Download from De Schamphelaere

Released by De Schamphelaere through its official repository on Hugging Face.

Built From

Memory Requirements

PrecisionWeights in memory
As published18.4 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.