Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Flux.1 Dev 12B High-Quality DiT quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Flux.1 Dev 12B High-Quality DiT quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in FP16 Uncompressed Native deployed on NVIDIA H100 80GB SXM5.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in BF16 Bfloat16 Mixed Precision deployed on NVIDIA H200 141GB HBM3e.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion 3.5 Large 8B quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in FP16 Uncompressed Native deployed on NVIDIA H100 80GB SXM5.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in BF16 Bfloat16 Mixed Precision deployed on NVIDIA H200 141GB HBM3e.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Stable Diffusion XL 6.6B Base quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in FP16 Uncompressed Native deployed on NVIDIA H100 80GB SXM5.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in BF16 Bfloat16 Mixed Precision deployed on NVIDIA H200 141GB HBM3e.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for CogVideoX-5B Video Synthesis quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in FP16 Uncompressed Native deployed on NVIDIA H100 80GB SXM5.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in BF16 Bfloat16 Mixed Precision deployed on NVIDIA H200 141GB HBM3e.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Whisper Large v3 Audio Speech-to-Text quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.