AI & LLM

Models, prompts, tokens, embeddings, evaluation, safety

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model59 inference115 prompt11 token7 context53 embedding7 training61 evaluation16 safety58 multimodal63

model

base-model cascade cheap-model decoder-only depth diffusion diffusion-model draft-model edge-model encoder-decoder encoder-only ensemble fallback-model frontier-model instruct-model latent llm model model-add model-alert model-alias model-archive model-bookmark model-card model-check model-deploy model-download model-fail model-family model-fast model-fork model-guard model-halt model-heart model-idle model-key model-license model-lock model-off model-registry-entry model-scope model-search model-size model-swap model-tag model-weights multi-head pin-model quantize-4bit quantized-model reasoning-model region-model small-language-model sparsity tiny-model transformer transformer-block vision-encoder weight-prune

inference

attention attention-head attention-mask attention-sink audio-denoise batch-inference beam-search byte-pair cite-sources code-interpreter confidence confidence-score context-extend context-length context-scratch contradiction cross-attention decoder detokenize diff-text draft-verify embedding-compare embedding-drift expert-router face-detect fast-thinking gaussian-splat greedy greedy-decode image-caption image-variation inference inference-batch inference-fast knowledge-cutoff kv-cache kv-evict latency lip-sync llm-chat logit-bias logit-lens logits logprobs mesh-gen min-p model-filter model-latency model-message model-run model-text model-voice music-gen needle-haystack negative-prompt nerf object-detect ocr-ai outline-gen outpaint parameters paraphrase partial-answer physics-sim playground point-cloud pooling pose-estimate positional-encoding probability-curve reasoning-budget reasoning-trace retry robot-arm sample-consensus sampling seed segment-mask self-consistency self-reflect softmax sound-effect speaker-diarize special-token speculative-decode speech-recognize speech-synth stop-reason stop-sequence streaming-response structured-output style-transfer tab-complete temperature temperature-high temperature-low text-to-video texture-gen think-longer throughput token-ceiling token-in token-out tokens-used top-p transcribe-live translate-speech tree-of-thought txt2img uncertainty upscale-ai video-frame-ai visual-grounding vocabulary voice-clone

prompt

chain-of-thought few-shot instruction prompt prompt-chain prompt-library prompt-stuffing prompt-template system-prompt user-prompt zero-shot

token

cost-per-token token token-cost token-count token-limit token-usage tokenizer

context

belief-state checkpoint-state compress-context context-budget-alert context-cache context-compress context-full context-pin context-prefix context-router context-window conversation-buffer entity-memory event-sourcing-agent fact-store graph-memory hierarchical-memory memory-audit memory-conflict memory-decay memory-evict memory-forget memory-index memory-merge memory-namespace memory-promote memory-quota memory-retrieve memory-tier note-to-self pin-fact prefix-cache prompt-cache-hit prompt-cache-miss replay-log replay-step restore-state rolling-summary scratchpad-note session-state shared-memory sliding-attention snapshot-agent stale-memory state-diff state-lock state-machine-agent summarise-turn token-budget truncate-context turn-window vector-memory world-model

embedding

dimension distance embedding-model embedding-space encoder similarity vector

training

activation adapter add-checkpoint alignment calibration checkpoint checkpoint-alert checkpoint-compare checkpoint-load checkpoint-save dataset distil dpo dropout early-stop epoch eval-harness find-checkpoint fine-tune fine-tuning frozen-checkpoint frozen-layer grad-flow gradient gradient-clip gradient-descent grokking labelled-checkpoint learning-rate lora-merge loss loss-curve lr-schedule model-checkpoint model-goal model-trend next-milestone noise noise-schedule normalize optimiser overfit overfit-gap precision-recall pretrain prune quantization rank-adapter regularise remove-checkpoint resume-checkpoint rlhf roc-curve stale-checkpoint stop-patience train-loss training training-data underfit underfit-gap warmup

evaluation

ablation accuracy benchmark best-of-n confusion-matrix degradation drift eval-suite evaluation f1 golden-set human-eval model-comparison perplexity precision reward-model

safety

abstain-answer adversarial-input alignment-tax annotation-task benchmark-suite bias bias-audit bias-check calibration-curve canary-prompt chain-verify confidence-threshold consistency-check contamination-check content-filter demographic-parity error-analysis escalation-human eval-cost eval-dataset eval-report eval-slice eval-trace factuality-test failure-taxonomy fairness-metric gold-set groundedness-score guardrail guardrail-input guardrail-output hallucination hallucination-detect human-preference human-review-queue inter-annotator jailbreak-attempt judge-model judge-rubric label-quality leakage-check oversight-loop policy-violation prompt-injection-block refusal refusal-rate refusal-response reward-hacking rubric-score safe-completion safety-category safety-check severity-label slice-analysis specification-gaming toxicity toxicity-score uncertainty-flag

multimodal

aspect-crop audio-diarise audio-embed audio-encoder audio-gen audio-model audio-timestamp audio-to-text audio-transcribe audio-vad background-remove chart-understand cross-modal-search denoise depth-map document-layout face-blur frame-extract frame-interpolate image-edit image-gen image-generation image-mask image-segment image-to-text keypoint lip-sync-ai mesh-generate modality-mix modality-router motion-transfer multimodal multimodal-prompt music-generate noise-suppress ocr ocr-extract phoneme pose prosody render-queue scene-detect segment-anything shot-boundary speaker-diarise speech speech-align speech-to-text subtitle-burn table-extract-ai text-to-speech texture-generate three-d-generate thumbnail-pick upscale-image video-caption video-gen video-generate video-summarise video-track vision-model voice-preset wake-word

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450 AI & LLM icons in outline and duotone at three weights, generated from one grid so nothing in the set can drift out of step. MIT licensed — commercial use, no attribution, no seat count.

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