B1 mtp qwen rebase#13
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… Qwen 3.6 NextN - Added detailed descriptions of AtomicChat `UDT` quantization process in NEXTN.md, including tensor-type file overrides and build entrypoints. - Updated README.md to include optional UDT quant information and links to relevant documentation. - Modified bench-matrix script to support combined GGUF benchmarking and added filtering options for benchmark modes. - Improved summary output in the benchmarking script to include optional markdown headings and better formatting.
- Introduced a new environment variable `QWEN_UDT_ABLATION_AUTO` to control filtering for benchmark modes based on model versions. - Refactored the `bench-qwen-udt-matrix-local.sh` script to improve clarity and structure, ensuring proper handling of model types and filtering. - Updated `bench-qwen-udt-quality.sh` to support an optional second pass on chat-style text files, with a default sample chat calibration file included. - Improved error handling in `get-wikitext-2.sh` for downloading and unzipping files. - Added a new sample chat calibration file to enhance benchmarking capabilities.
…Qwen 3.6 NextN enhancements - Revised NEXTN.md to highlight the new AtomicChat UDT collection, detailing the combined `_MTP.gguf` quants and their benefits for NextN processing. - Updated README.md to reflect changes in recommended sources for Qwen 3.6 models, emphasizing the AtomicChat UDT collection and its features. - Enhanced quantization scripts to support improved file handling and added compatibility for new tensor types. - Introduced a new script for running perplexity benchmarks on UDT quant models, generating detailed performance logs. - Improved error handling and user feedback in various scripts to streamline the quantization and benchmarking processes.
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