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Sep 29, 2025
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Update README.md #1944

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Expand Up @@ -17,6 +17,7 @@
</p>

## Latest News
* 09/29/2025 5.0.0-dev `main`: 🎉 New Qwen3 Omni model support. AWQ Marlin kernel integrated + many disk offload, threading, and memory usage fixes.
* 09/24/2025 5.0.0-dev `main`: 🎉 Up to 90% cpu mem saving for large MoE models with faster/inline packing! 26% quant time reduction for Qwen3 MoE! AWQ Marlin kernel added. AWQ Gemm loading bug fixes. `act_group_aware` now faster and auto enabled for GPTQ when `desc_act` is False for higher quality recovery.
* 09/19/2025 5.0.0-dev `main`: 👀 Cpu memory saving of ~73.5% during quantization stage with new `offload_to_disk` quantization config property default to `True`.
* 09/18/2025 5.0.0-dev `main`: 🎉 AWQ quantization support! Complete refractor and simplification of model definitions in prepreation for future quantization formats.
Expand Down Expand Up @@ -176,7 +177,7 @@ Native support support some of the most popular multi-modal models:
| Model | | | | | | | | | |
|-------------------|---|-------------------|---|----------------|---|----------------|---|---------------|---|
| Apertus | ✅ | EXAONE 3.0 | ✅ | InternLM 1/2.5 | ✅ | MobileLLM | ✅ | Qwen 2/2.5 VL | ✅ |
| Baichuan | ✅ | Falcon (H1) | ✅ | Kimi K2 | ✅ | MOSS | ✅ | Qwen 2.5 Omni | ✅ |
| Baichuan | ✅ | Falcon (H1) | ✅ | Kimi K2 | ✅ | MOSS | ✅ | Qwen 2.5/3 Omni | ✅ |
| Bloom | ✅ | FastVLM | ✅ | Klear | ✅ | MPT | ✅ | RefinedWeb | ✅ |
| ChatGLM | ✅ | Gemma 1/2/3 | ✅ | Llama 1-3.3 | ✅ | Nemotron H | ✅ | StableLM | ✅ |
| CodeGen | ✅ | GPTBigCod | ✅ | Llama 3.2 VL | ✅ | Nemotron Ultra | ✅ | StarCoder2 | ✅ |
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