---
license: other
license_name: prism-research
license_link: LICENSE.md
language:
- en
- cn
tags:
- glm4
- prism
pipeline_tag: text-generation
library_name: transformers
gated: true
extra_gated_heading: >-
  Request Access to Ex0bit/GLM-4.7-Flash-PRISM
 
extra_gated_description: >
  **IMPORTANT:**  

  **Step 1:** Submit the access request with your information below. 
  **Step 2:** Complete the support donation at https://ko-fi.com/s/86882e8991 

  Access to this limited edition model will be granted automatically after
  completion of **BOTH** steps above.
  
  Please provide your information below.
extra_gated_prompt: |
  By requesting access, you agree to:
  - Use this model for research or educational purposes only
  - Not redistribute the model weights without explicit permission  
  - Cite this work appropriately in any publications
  - Report any issues or safety concerns to the author
extra_gated_fields:
  Full Name: text
  Organization/Affiliation: text
  Country: country
  Intended Use:
    type: select
    options:
    - Research
    - Education
    - Personal
    - label: Commercial (requires separate license)
      value: commercial
    - label: Other
      value: other
  Brief description of your intended use case: text
  I agree to the terms of use: checkbox
extra_gated_button_content: Agree and Request Access
---
<div align="center">
<img src="https://cdn-uploads.huggingface.co/production/uploads/63adf1fa42fd3b8dbaeb0c92/V767Mtu8VSiFNbUZ3GcXW.png" width="20%"/>
</div>

<div align="center">
**Ex0bit/GLM-4.7-Flash-PRISM**
[![Model](https://img.shields.io/badge/Model-2.6B-blue)]()
[![Architecture](https://img.shields.io/badge/Architecture-LFM2%20Hybrid-green)]()
[![Context](https://img.shields.io/badge/Context-128K-orange)]()
</div>

## Model Description

This is **Ex0bit/GLM-4.7-Flash-PRISM**

**GLM-4.7-Flash-PRISM:** Unrestricted (Zero Over-Refusals and Zero Propoganda) GLM-4.7-Flash Model Access

Access GLM-4.7-Flash-PRISM, an abliterated version of ZAI's efficient 30B-A3B MoE model with over-refusal mechanisms removed.

**What You Get:**

- **30B-A3B MoE Architecture** — Lightweight yet powerful Mixture-of-Experts model with 30 billion total parameters and ~3 billion active per token for fast, efficient inference
- **PRISM (Projected Refusal Isolation via Subspace Modification)** — State-of-the-art abliteration technique that removes over-refusal behaviors while preserving capabilities
- **128K Context Window** — Extended context for complex tasks and large codebases
- **Interleaved & Preserved Thinking** — Multi-turn reasoning that persists across conversations with per-turn thinking control
- **Strong In-Class Benchmarks** — 91.6% AIME 2025, 79.5% τ²-Bench, 59.2% SWE-bench Verified, 75.2% GPQA