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71 Commits (5d2f5dd6e7dbacd3e2ba648517548b43fdde80cc)

Author SHA1 Message Date
Disty0 71f7474de2 Unify quant options 2025-06-27 21:05:14 +03:00
Disty0 3b8ced444c Add auto quantization mode 2025-06-27 18:54:15 +03:00
Disty0 0e4d712f27 Chroma fixes 2025-06-26 21:25:50 +03:00
Enes Sadık Özbek e91208bea9
Merge branch 'dev' into feature/chroma-support 2025-06-26 17:02:00 +03:00
Disty0 0f6eb624c9 Use llm_int8_skip_modules with bnb 2025-06-26 03:10:26 +03:00
Disty0 dc8fd006b2 Add modules_to_not_convert to pre-mode quants 2025-06-26 02:47:10 +03:00
Enes Sadık Özbek 21bdde12d3
Merge branch 'dev' into feature/chroma-support 2025-06-26 01:56:34 +03:00
Disty0 c25d15398f SDNQ pre-mode don't quant if weights_dtype == 'none' 2025-06-26 01:48:01 +03:00
Disty0 81e55f0459 Fix SDNQ pre-mode 2025-06-25 22:58:40 +03:00
Vladimir Mandic 5b486a6ef1 sdnq add xyz grid support, improve offloading compatibility 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-06-25 15:32:37 -04:00
Disty0 87e6d3f4fc SDNQ add modules_to_not_convert and don't quant _keep_in_fp32_modules layers in post mode 2025-06-20 20:41:11 +03:00
Disty0 2c4850cc2b Log more info with SDNQ 2025-06-18 18:03:46 +03:00
Disty0 86cd272b96 SDNQ fix Dora 2025-06-18 16:24:42 +03:00
Enes Sadık Özbek 4b3ce06916
Initial support for Chroma 2025-06-18 00:38:17 +00:00
Disty0 25fc0094a9 SDNQ use quantize_device and return_device args and fix decompress_fp32 always being on 2025-06-14 21:29:08 +03:00
Disty0 2ba64abcde Cleanup 2025-06-14 00:54:18 +03:00
Disty0 cb4684cbeb SNDQ add separate quant mode option for Text Encoders 2025-06-13 12:42:57 +03:00
Disty0 5eed9135e3 Split SDNQ into multiple files and linting 2025-06-10 03:18:25 +03:00
Disty0 976f0ba61f Cleanup 2025-06-05 20:59:58 +03:00
Disty0 d8e8f47ce5 SDNQ add an option to toggle quantize with GPU 2025-05-28 15:18:39 +03:00
Disty0 4ed15f5cce SDNQ revert device_map = gpu 2025-05-27 23:32:58 +03:00
Disty0 d3e3fb98b0 Don't override user set device_map 2025-05-27 21:45:52 +03:00
Disty0 b1b29e9001 SDNQ disable device_map = gpu with TE and LLM 2025-05-27 21:32:32 +03:00
Disty0 3618e39cff SDNQ use device_map = gpu 2025-05-27 19:46:30 +03:00
Disty0 dece497f10 Refactor SDNQ to use weights_dtype and rename decompress_int8_matmul to use_quantized_matmul 2025-05-27 15:49:21 +03:00
Disty0 4453efee76 Rename NNCF to SDNQ and rename quant schemes 2025-05-26 02:39:51 +03:00
Disty0 2d79380bd7 NNCF implement better layer hijacks and remove all NNCF imports 2025-05-26 01:12:28 +03:00
Vladimir Mandic bfda37903c update nncf linting and changelog 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-05-13 12:11:10 -04:00
Disty0 f4e3a81a84 NNCF experimental direct INT8 MatMul support 2025-05-12 21:41:49 +03:00
Disty0 9cfdc3c079 Remove NNCF device hijack 2025-05-11 18:30:10 +03:00
Disty0 1ee9832e05 NNCF silence the pytorch version warning 2025-05-09 23:16:55 +03:00
Vladimir Mandic 83fc68ece3 update requirements 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-05-06 09:47:13 -04:00
Vladimir Mandic c6cc1476c6 add hidream-e1 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-29 10:08:51 -04:00
Disty0 9e133a5044 Cleanup 2025-04-23 04:16:24 +03:00
Disty0 bb0329f54f Update and refactor NNCF and add more quant options 2025-04-23 02:03:30 +03:00
Disty0 2264d8087b Pre-load support for NNCF 2025-04-22 04:35:36 +03:00
Vladimir Mandic 0fe0707cdd add lodestone-chroma 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-21 19:29:09 -04:00
Disty0 434bb660ce Move post load quant functions to a single function in model_quant 2025-04-20 17:04:25 +03:00
Vladimir Mandic 75ebf1e196 hidream add llm info to metadata 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-17 14:44:37 -04:00
Disty0 a6ea26fb8d Use transformers QuantoConfig for TE and LLM 2025-04-16 19:16:35 +03:00
Vladimir Mandic 15f8e70e89 add nunchaku prototype 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-15 14:39:24 -04:00
Vladimir Mandic 0f595d4cc5 cleanup multiple model loaders 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-11 22:16:05 -04:00
Disty0 72918eb94d Fix quanto needing to re-quant when moving to gpu 2025-04-11 21:50:06 +03:00
Disty0 8e567f3ab0 Fix and update TorchAO 2025-04-11 20:08:03 +03:00
Disty0 bd1d8d44dc Fix quanto with transformers 2025-04-11 19:15:23 +03:00
Vladimir Mandic 84fe068070 custom model loader 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-08 14:56:07 -04:00
Vladimir Mandic 6430f7006f add monitor cli option and finish lora refactor 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-04-01 13:39:47 -04:00
Vladimir Mandic f4fdd496b9 more granular quantization modules options 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-03-28 14:46:52 -04:00
Vladimir Mandic d1c3b97c65 add prompt enhance 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-03-28 14:05:28 -04:00
Vladimir Mandic 4f56f4aa33 add new optimum-quanto on-the-fly and simplify quantization loading 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-03-16 21:45:05 -04:00