inference/research

Cross-reference graph

18,818 resolved references between 6,943 non-source records. This is the graph the repo actually encodes: a benchmark points at its engine and its accelerators, a gotcha points at what it affects, a FLOP class points at the hardware it is sensitive to. Sources are excluded here — everything cites them, so they would be one hub.

Neighbourhood

Type a record id or name to draw its immediate neighbourhood. This is the same data as the "Cross-references" and "Referenced by" panels on every record page, drawn instead of listed.

The most-connected records:

RecordTypeConnections
llama.cpp engines/llama-cppengines3787
GGUF Q4_K_M (4-bit K-quant, medium) quantization/gguf-q4-k-mquantization1668
PCI Express 4.0 interconnect/pcie-gen4interconnect1332
GGUF Q4_0 (legacy block-4 symmetric) quantization/gguf-q4-0quantization701
AMD Radeon 8060S (Ryzen AI Max+ integrated GPU) accelerators/amd-radeon-8060s-ryzen-ai-maxaccelerators617
vLLM engines/vllmengines583
PCI Express 5.0 interconnect/pcie-gen5interconnect493
NVIDIA H100 SXM accelerators/nvidia-h100-sxmaccelerators443
NVIDIA A100 80GB SXM4 accelerators/nvidia-a100-80gb-sxm4accelerators321
GGUF MXFP4_MOE (llama.cpp MoE-specific ftype: MXFP4 for experts, Q8_0 for everything else) quantization/gguf-mxfp4-moequantization287
AMD Instinct MI300X accelerators/amd-instinct-mi300xaccelerators230
NVIDIA GeForce RTX 4090 accelerators/nvidia-rtx-4090accelerators225
NVIDIA A100 40GB SXM4 accelerators/nvidia-a100-40gb-sxm4accelerators198
NVIDIA B200 accelerators/nvidia-b200accelerators195

Whole-corpus map

A force-directed layout of all non-source records. Each record is one dot, each resolved reference one line. It is dense — that is the point: the corpus is a graph, not a list.

benchmark (4667)gotcha (475)metric_exposure (316)paper (294)accelerator (236)supply (219)model (191)flop (165)engine (119)quantization (109)interconnect (75)kv_efficiency (39)compiler (23)service (15)

Hover a dot for its name; click to open the record. Dots with a red ring are contested records.