๐Ÿงฉ Model Catalog

per-model quant types & backend-stack support

LLM / Multimodal Text

ModelParamsLicenseQuant typesCUDAROCmIntel ArcVulkanStatus
Qwen3.6-27B27B denseApache-2.0FP8 ยท BF16 ยท int4โœ“ FP8 / AWQโœ“ vLLM-ROCm int4โ–ณ IPEX-LLM int4 (FP8 emul)โ–ณ llama.cpp Q4Live
Qwen3-Omni-30B-A3B Instruct30B MoE / 3B actApache-2.0AWQ-int4 ยท FP8 ยท BF16โœ“ AWQ-int4โ–ณ AWQ on RDNA3โ–ณ llm-scaler-vLLMโœ— no MoE/omniLive
Qwen2.5-VL-7B7BApache-2.0int8 ยท BF16 ยท GGUFโœ“ int8โœ“ ROCmโ–ณ IPEX-LLM (Qwen-VL)โ–ณ llama.cpp (text-only)Live

Video Generation

ModelParamsLicenseQuant typesCUDAROCmIntel ArcVulkanStatus
Wan2.2 T2V-A14B14B MoEApache-2.0NVFP4 ยท FP8 ยท BF16โœ“ NVFP4 (Blackwell)โœ— NVFP4 CUDA-onlyโœ— NVFP4 CUDA-onlyโœ—Live
Wan2.2 I2V-A14B14B MoEApache-2.0NVFP4 (shares T2V enc/VAE)โœ“ NVFP4โœ—โœ—โœ—Live
Wan2.2 S2V-14B14BApache-2.0FP8 ยท BF16โœ“ FP8โœ—โœ— FP8 not nativeโœ—Abandoned
LTX-2 19B (audio+video)19BLTX-2 Community (commercial <$10M rev)FP8 distilledโœ“ FP8? untestedโœ— FP8 not nativeโœ—Rollback
LTX-2.3 22B (audio+video)22BLTX-2 Communityfp8 self-quant ยท BF16โœ“ fp8 self-quant? untestedโœ— FP8 not nativeโœ—Live

Image Generation

ModelParamsLicenseQuant typesCUDAROCmIntel ArcVulkanStatus
Qwen-Image-2512 (T2I)20B MMDiTApache-2.0bnb int8 ยท 4-bit ยท BF16โœ“ bnb int8โ–ณ likely (bf16)โ–ณ diffusers-XPU bf16/NF4โœ— diffusers (no Vulkan)Live
Qwen-Image-Edit-251120B MMDiTApache-2.0GGUF Q6_K ยท 4-bit ยท 8-bitโœ“ GGUF/bf16โœ“ ROCm GGUFโ–ณ GGUFโ†’Vulkan (SYCL slow)โœ“ llama.cpp VulkanLive

Text-to-Speech (TTS)

ModelParamsLicenseQuant typesCUDAROCmIntel ArcVulkanStatus
VibeVoice-7B โ˜…7BMIT (community mirror)bnb 8-bit ยท BF16โœ“ int8โœ“ SDPAโ–ณ IPEX bf16/NF4โœ—Live
VibeVoice-1.5B1.5BMIT (MS: research-only note)BF16โœ“โœ“ SDPAโ–ณ IPEX bf16โœ—Eval
Chatterbox0.5BMITBF16โœ“โœ“โ–ณ IPEX bf16โœ—Eval
Kani-TTS-2-en~0.45BApache-2.0BF16โœ“โ–ณ NeMo codecโœ— NeMo codecโœ—Eval
LuxTTSZipVoiceApache-2.0BF16 (48 kHz)โœ“? native deps? native depsโœ—Eval
Qwen3-TTS-1.7B โ˜…1.7B ร—2Apache-2.0BF16 (Base+VoiceDesign)โœ“โ–ณ likelyโ–ณ IPEX bf16โœ—Live
Dia-1.6B1.6BApache-2.0BF16โœ“โ€”โ€”โ€”Retired

stack supports it   partial/likely   ? untested   unsupported  ยท  โ˜… = current TTS pick.
Columns are software/quant-stack support only โ€” per-card hardware is on Cards, live deployments on Services, measured speed on Benchmarks.