v1.3.0.post2

What's new in 1.3.0.post2 (2025-02-22)

These are the changes in inference v1.3.0.post2.

Bug fixes

• BUG: fix cmdline bug by @amumu96 in #2915

Full Changelog: v1.3.0.post1...v1.3.0.post2

v1.3.0.post1

What's new in 1.3.0.post1 (2025-02-21)

These are the changes in inference v1.3.0.post1.

New features

• FEAT: Support qwen-2.5-instruct-1m by @Jun-Howie in #2841
• FEAT: support deepseek-v3 and deepseek-r1 by @qinxuye in #2864
• FEAT: [UI] additional parameter tip function. by @yiboyasss in #2876
• FEAT: [UI] add featured models filtering function. by @yiboyasss in #2871
• FEAT: [UI] support form parameters and command line conversion. by @yiboyasss in #2850
• FEAT: support distributed inference for sglang by @qinxuye in #2877
• FEAT: [UI] add n_worker parameter for model launch. by @yiboyasss in #2889
• FEAT: InternVL 2.5 by @Minamiyama in #2776
• FEAT: support vllm reasoning content by @amumu96 in #2905

Enhancements

• enh: add gpu utilization info by @amumu96 in #2852
• ENH: Update Kokoro model by @codingl2k1 in #2843
• ENH: cmdline supports --n-worker, add --model-path and make it compatible with --model_path by @qinxuye in #2890
• BLD: update sglang to v0.4.2.post4 and vllm to v0.7.2 by @qinxuye in #2838
• BLD: fix flashinfer installation in dockerfile by @qinxuye in #2844

Bug fixes

• BUG: Fix whisper CI by @codingl2k1 in #2822
• BUG: fix FLUX when a scheduler is specified which is incompatible. by @shuaiqidezhong in #2897
• BUG: [UI] fix the bug of missing hint during model running. by @yiboyasss in #2904
• BUG: Clear dependency by @codingl2k1 in #2910

Tests

• TST: Pin CI transformers<4.49 by @codingl2k1 in #2883
• TST: fix lint error by @amumu96 in #2911

Documentation

• DOC: distributed inference by @qinxuye in #2908

Others

• CHORE: Xavier now supports vLLM >= 0.7.0, drops support for older versions by @ChengjieLi28 in #2886

New Contributors

• @shuaiqidezhong made their first contribution in #2897

Full Changelog: v1.2.2...v1.3.0.post1

v1.2.2

What's new in 1.2.2 (2025-02-08)

These are the changes in inference v1.2.2.

New features

• FEAT: support qwen2.5-vl-instruct by @qinxuye in #2788
• FEAT: Support internlm3 by @Jun-Howie in #2789
• FEAT: support deepseek-r1-distill-llama by @qinxuye in #2811
• FEAT: Support Kokoro-82M by @codingl2k1 in #2790
• FEAT: vllm support for qwen2.5-vl-instruct by @qinxuye in #2821

Bug fixes

• BUG: fix llama-cpp when some quantizations have multiple parts by @qinxuye in #2786
• BUG: Use Cache class instead of raw tuple for transformers continuous batching, compatible with latest transformers by @ChengjieLi28 in #2820

Documentation

• DOC: Update multimodal doc by @codingl2k1 in #2785
• DOC: update model docs by @qinxuye in #2792
• DOC: fix docs by @qinxuye in #2793
• DOC: Fix a couple of typos by @Paleski in #2817

New Contributors

• @Paleski made their first contribution in #2817

Full Changelog: v1.2.1...v1.2.2

v1.2.1

What's new in 1.2.1 (2025-01-24)

These are the changes in inference v1.2.1.

New features

• FEAT: Support MeloTTS by @codingl2k1 in #2760
• FEAT: support deepseek-r1-distill-qwen by @qinxuye in #2781

Enhancements

• ENH: add model config for Whisper by @fonsc in #2755
• ENH: support cline style messages for all backend engines by @liunux4odoo in #2763
• ENH: CosyVoice2 support SFT speakers by @codingl2k1 in #2770
• ENH: Some improvements for Xavier by @ChengjieLi28 in #2777

Bug fixes

• BUG: Compat with openai extra body by @codingl2k1 in #2759

Tests

• TST: compatible with mlx-vlm 0.1.11 by @qinxuye in #2769

Documentation

• DOC: update new models in README and doc by @qinxuye in #2761
• DOC: using discord instead of slack & updating model to qwen2.5 in getting started doc by @qinxuye in #2775

Others

• FIX: [UI] normalize language input to ensure consistent array format. by @yiboyasss in #2771

New Contributors

• @fonsc made their first contribution in #2755

Full Changelog: v1.2.0...v1.2.1

v1.2.0

What's new in 1.2.0 (2025-01-10)

These are the changes in inference v1.2.0.

New features

• FEAT: support HunyuanVideo by @qinxuye in #2721
• FEAT: support hunyuan-dit text2image by @qinxuye in #2727
• FEAT: support cline for vllm engine by @hwzhuhao in #2734
• FEAT: [UI] theme switch by @Minamiyama in #1335
• FEAT: support qwen2vl run on ascend npu by @Xu-pixel in #2741
• FEAT: [UI] Add language toggle for i18n support. by @yiboyasss in #2744
• FEAT: Support cogagent-9b by @amumu96 in #2740
• FEAT: Xavier: Share KV cache between VLLM replicas by @ChengjieLi28 in #2732
• FEAT: [UI] Add gguf_quantization, gguf_model_path, and cpu_offload for image models. by @yiboyasss in #2753
• FEAT: Support Marco-o1 by @Jun-Howie in #2749

Enhancements

• ENH: [UI] Update Button Style and Interaction Logic for Editing Cache in Model Card. by @yiboyasss in #2746
• ENH: Improve error message by @codingl2k1 in #2738

Bug fixes

• BUG: adapt mlx-vlm v0.1.7 by @qinxuye in #2724
• BUG: pin mlx<0.22.0 to prevent qwen2_vl failing in mlx-vlm by @qinxuye in #2752

Others

• FIX: [UI] Resolve bug preventing '/' input in model_path. by @yiboyasss in #2747
• FIX: [UI] Fix dark mode background bug. by @yiboyasss in #2748
• CHORE: Update new models in readme by @codingl2k1 in #2713

New Contributors

• @Xu-pixel made their first contribution in #2741

Full Changelog: v1.1.1...v1.2.0

v1.1.1

What's new in 1.1.1 (2024-12-27)

These are the changes in inference v1.1.1.

New features

• FEAT: support F5-TTS-MLX by @qinxuye in #2671
• FEAT: Support qwen2.5-coder-instruct model for tool calls by @Timmy-web in #2681
• FEAT: Support minicpm-4B on vllm by @Jun-Howie in #2697
• FEAT: support scheduling-policy for vllm by @hwzhuhao in #2700
• FEAT: Support QvQ-72B-Preview by @Jun-Howie in #2712
• FEAT: support SD3.5 series model by @qinxuye in #2706

Enhancements

• ENH: Guided Decoding OpenAIClient compatibility by @wxiwnd in #2673
• ENH: resample f5-tts-mlx ref audio when sample rate not synching. by @qinxuye in #2678
• ENH: support no images for MLX vlm by @qinxuye in #2670
• ENH: Update fish speech 1.5 by @codingl2k1 in #2672
• ENH: Update cosyvoice 2 by @codingl2k1 in #2684
• REF: Reduce code redundancy by setting default values by @pengjunfeng11 in #2711

Bug fixes

• BUG: Fix f5tts audio ref by @codingl2k1 in #2680
• BUG: glm4-chat cannot apply for continuous batching with transformers backend by @ChengjieLi28 in #2695

New Contributors

• @Timmy-web made their first contribution in #2681

Full Changelog: v1.1.0...v1.1.1

v1.1.0

What's new in 1.1.0 (2024-12-13)

These are the changes in inference v1.1.0.

New features

• FEAT: Support F5 TTS by @codingl2k1 in #2626
• FEAT: [UI] Add a hint for model running. by @yiboyasss in #2657
• FEAT: support VL models for MLX by @qinxuye in #2638
• FEAT: Add support for CLIP model by @Second222None in #2637
• FEAT: support llama-3.3-instruct by @qinxuye in #2661

Enhancements

• ENH: Optimize error message when user parameters are passed incorrectly by @namecd in #2623
• ENH: bypass the sampling parameter skip_special_tokens to vLLM backend by @zjuyzj in #2655
• ENH: unify prompt_text as cosyvoice for fish speech by @qinxuye in #2658
• ENH: Update glm4 chat model to new weights by @codingl2k1 in #2660
• ENH: upgrade sglang in Docker by @amumu96 in #2668

Bug fixes

• BUG: Cleanup Isolation tasks by @codingl2k1 in #2603
• BUG: fix qwq gguf download hub for modelscope by @redreamality in #2647
• BUG: fix ImportError when optional dependency FlagEmbedding is not installed by @zjuyzj in #2649
• BUG: use stream_generate in MLX by @qinxuye in #2635
• BUG: stop parameter leads to failure with transformers backend by @ChengjieLi28 in #2663
• BUG: fix FishSpeech Negative code found by @themanforfree in #2667

Documentation

• DOC: update new models by @qinxuye in #2632
• DOC: add doc about offline usage for SenseVoiceSmall by @qinxuye in #2654

Others

• FIX: fix launching bge-m3 with hybrid mode by @pengjunfeng11 in #2641

New Contributors

• @namecd made their first contribution in #2623
• @redreamality made their first contribution in #2647
• @Second222None made their first contribution in #2637
• @themanforfree made their first contribution in #2667

Full Changelog: v1.0.1...v1.1.0

v1.0.1

What's new in 1.0.1 (2024-11-29)

These are the changes in inference v1.0.1.

New features

• FEAT: Fish speech stream by @codingl2k1 in #2562
• FEAT: support sparse vector for bge-m3 by @pengjunfeng11 in #2540
• FEAT: whisper support for Mac MLX by @qinxuye in #2576
• FEAT: support guided decoding for vllm async engine by @wxiwnd in #2391
• FEAT: support QwQ-32B-Preview by @qinxuye in #2602
• FEAT: support glm-edge-chat model by @amumu96 in #2582

Enhancements

• ENH: Support fish speech reference audio by @codingl2k1 in #2542

Bug fixes

• BUG: GTE-qwen2 Embedding Dimension error by @cyhasuka in #2565
• BUG: request_limits does not work with streaming interfaces by @ChengjieLi28 in #2571
• BUG: Fix Codestral v0.1 URI for Pytorch Format by @danialcheung in #2590
• BUG: Correct the input bytes data by langchain_openai #2589 by @xiyuan-lee in #2600

Documentation

• DOC: update builtin models by @qinxuye in #2587

New Contributors

• @pengjunfeng11 made their first contribution in #2540
• @danialcheung made their first contribution in #2590
• @xiyuan-lee made their first contribution in #2600

Full Changelog: v1.0.0...v1.0.1

v1.0.0

What's new in 1.0.0 (2024-11-15)

These are the changes in inference v1.0.0.

New features

• FEAT: Basic cancel support for image model by @codingl2k1 in #2528
• FEAT: Add qwen2.5-coder 0.5B 1.5B 3B 14B 32B by @frostyplanet in #2543
• FEAT: support kvcache in multi-round chat for MLX by @qinxuye in #2534

Enhancements

• ENH: add normalize to rerank model by @hustyichi in #2509
• ENH: Update fish audio by @codingl2k1 in #2555

Bug fixes

• BUG: fix variant error for image model by @qinxuye in #2547

Documentation

• DOC: Add paper citation by @luweizheng in #2533

Full Changelog: v0.16.3...v1.0.0

v0.16.3

What's new in 0.16.3 (2024-11-08)

These are the changes in inference v0.16.3.

New features

• feat: Add support for Llama 3.2-Vision models by @vikrantrathore in #2376

Enhancements

• ENH: Display model name in process by @frostyplanet in #1891
• REF: Remove replica total count in internal replica_model_uid by @ChengjieLi28 in #2516

Bug fixes

• BUG: Compat with ChatTTS 0.2.1 by @codingl2k1 in #2520
• BUG: transformers logs missing by @ChengjieLi28 in #2530

Full Changelog: v0.16.2...v0.16.3