Engineering Tools Directory (20,000 Computational Models)

AI Large Models, VRAM & Deep Learning Compute

Baichuan-2 13B Enterprise Chinese (FP8 Scaled Native Hopper) on NVIDIA B200 192GB Blackwell VRAM & Throughput Calculator

Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Baichuan-2 13B Enterprise Chinese quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Baichuan-2 13B Enterprise Chinese (INT8 SmoothQuant Precision) on NVIDIA A100 80GB PCIe VRAM & Throughput Calculator

Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Baichuan-2 13B Enterprise Chinese quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Baichuan-2 13B Enterprise Chinese (AWQ 4-Bit Activation-Aware) on NVIDIA RTX 4090 24GB GDDR6X VRAM & Throughput Calculator

Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Baichuan-2 13B Enterprise Chinese quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Baichuan-2 13B Enterprise Chinese (GPTQ 4-Bit Second-Order) on NVIDIA L40S 48GB Ada Lovelace VRAM & Throughput Calculator

Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Baichuan-2 13B Enterprise Chinese quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Baichuan-2 13B Enterprise Chinese (GGUF Q4_K_M Medium Quant) on AMD Instinct MI300X 192GB VRAM & Throughput Calculator

Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for Baichuan-2 13B Enterprise Chinese quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Custom Deep Learning Architecture #246 VRAM & FLOPS Allocation Calculator

Memory footprint, gradient checkpointing buffer, and backward pass activation overhead calculation for neural network architecture #246.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Custom Deep Learning Architecture #247 VRAM & FLOPS Allocation Calculator

Memory footprint, gradient checkpointing buffer, and backward pass activation overhead calculation for neural network architecture #247.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Custom Deep Learning Architecture #248 VRAM & FLOPS Allocation Calculator

Memory footprint, gradient checkpointing buffer, and backward pass activation overhead calculation for neural network architecture #248.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Custom Deep Learning Architecture #249 VRAM & FLOPS Allocation Calculator

Memory footprint, gradient checkpointing buffer, and backward pass activation overhead calculation for neural network architecture #249.

Launch Tool →

AI Large Models, VRAM & Deep Learning Compute

Custom Deep Learning Architecture #250 VRAM & FLOPS Allocation Calculator

Memory footprint, gradient checkpointing buffer, and backward pass activation overhead calculation for neural network architecture #250.

Launch Tool →