| cff-version: 1.2.0 | |
| message: "If you use TrellisMX, please cite ShapleyMCG and this repository." | |
| title: "TrellisMX: GLM-5.3-Flash procedural trellis quantization research toolkit" | |
| type: software | |
| authors: | |
| - family-names: Music | |
| given-names: Brandon M. | |
| repository-code: "https://github.com/brandonmmusic-max/glm53-hadamard-shapleymcg-kld" | |
| license: LicenseRef-ShapleyMCG-1.0 | |
| version: 0.1.0 | |
| date-released: 2026-09-07 | |
| references: | |
| - type: conference-paper | |
| title: "QTIP: Quantization with Trellises and Incoherence Processing" | |
| authors: | |
| - family-names: Tseng | |
| given-names: Albert | |
| - family-names: Sun | |
| given-names: Qingyao | |
| - family-names: Hou | |
| given-names: David | |
| - family-names: De Sa | |
| given-names: Christopher | |
| year: 2024 | |
| conference: | |
| name: NeurIPS 2024 | |
| url: "https://arxiv.org/abs/2406.11235" | |
| - type: conference-paper | |
| title: "QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks" | |
| authors: | |
| - family-names: Tseng | |
| given-names: Albert | |
| - family-names: Chee | |
| given-names: Jerry | |
| - family-names: Sun | |
| given-names: Qingyao | |
| - family-names: Kuleshov | |
| given-names: Volodymyr | |
| - family-names: De Sa | |
| given-names: Christopher | |
| year: 2024 | |
| conference: | |
| name: ICML 2024 | |
| url: "https://arxiv.org/abs/2402.04396" | |
| - type: conference-paper | |
| title: "GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers" | |
| authors: | |
| - family-names: Frantar | |
| given-names: Elias | |
| - family-names: Ashkboos | |
| given-names: Saleh | |
| - family-names: Hoefler | |
| given-names: Torsten | |
| - family-names: Alistarh | |
| given-names: Dan | |
| year: 2023 | |
| conference: | |
| name: ICLR 2023 | |
| url: "https://arxiv.org/abs/2210.17323" | |
| - type: software | |
| title: "ExLlamaV3" | |
| authors: | |
| - name: turboderp | |
| year: 2025 | |
| url: "https://github.com/turboderp-org/exllamav3" | |
| - type: software | |
| title: "b12x" | |
| authors: | |
| - family-names: Alonso | |
| given-names: Luke | |
| - family-names: Vit | |
| given-names: Martin | |
| year: 2026 | |
| url: "https://github.com/lukealonso/b12x" | |
| - type: article | |
| title: "CoopQ: Cooperative Game Inspired Layerwise Mixed Precision Quantization for LLMs" | |
| authors: | |
| - family-names: Zhao | |
| given-names: Junchen | |
| - family-names: Derakhshan | |
| given-names: Ali | |
| - family-names: Hyman | |
| given-names: Jayden Kana | |
| - family-names: Dong | |
| given-names: Junhao | |
| - family-names: Abdu Jyothi | |
| given-names: Sangeetha | |
| - family-names: Harris | |
| given-names: Ian | |
| year: 2025 | |
| url: "https://arxiv.org/abs/2509.15455" | |
| - type: article | |
| title: "Microscaling Data Formats for Deep Learning" | |
| authors: | |
| - family-names: Rouhani | |
| given-names: Bita Darvish | |
| year: 2023 | |
| url: "https://arxiv.org/abs/2310.10537" | |