Hyper 3B (latent)
Copyright (c) 2026 Cymela

Built with Qwen.

This model is a derivative work of Qwen/Qwen2.5-3B-Instruct.

  Qwen is licensed under the Qwen RESEARCH LICENSE AGREEMENT,
  Copyright (c) Alibaba Cloud. All Rights Reserved.

The full text of that agreement is redistributed in this repository as
LICENSE.Qwen, as required by section 3(a) of the agreement.

NON-COMMERCIAL USE ONLY. The Qwen RESEARCH LICENSE AGREEMENT grants rights
"FOR NON-COMMERCIAL PURPOSES ONLY", where Non-Commercial means "for research
or evaluation purposes only" (sections 1(i) and 2(a)). Commercial use
requires a separate licence from Alibaba Cloud (section 2(b)).

Modifications made by Cymela to the Qwen materials:
  - continued fine-tuning of all backbone weights on a continuous latent
    chain-of-thought objective with PonderNet-style adaptive halting
  - three special tokens added (<bot>, <eot>, <step>) and the input/output
    embedding tables resized from 151646 to 151668
  - three modules added that are NOT part of the Qwen materials and are
    Copyright (c) 2026 Cymela: latent_norm, latent_update_gate, halt_head
    (shipped in latent_modules.safetensors)
  - hyper_chat.py is original work, Copyright (c) 2026 Cymela

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THIS MODEL AND ACCOMPANYING SOFTWARE ARE PROVIDED "AS IS", WITHOUT WARRANTY
OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, ACCURACY, AND
NONINFRINGEMENT.

IN NO EVENT SHALL CYMELA BE LIABLE FOR ANY CLAIM, DAMAGES, LOSS OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF, OR IN CONNECTION WITH THE MODEL, ITS OUTPUTS, OR THE USE OF OR OTHER
DEALINGS IN THE MODEL.

CYMELA ACCEPTS NO RESPONSIBILITY FOR CONTENT GENERATED BY THIS MODEL. The
model has received no safety training, its refusal behaviour is inconsistent,
and its outputs are frequently incorrect. The user is solely responsible for
all use of the model and for any content it generates.

Released for research and evaluation purposes only.