RRepoGEO

REPOGEO REPORT · LITE

LuChengTHU/dpm-solver

Default branch main · commit 52bc3fbc · scanned 6/18/2026, 6:57:40 PM

GitHub: 1,845 stars · 134 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface LuChengTHU/dpm-solver, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README H1 to encompass both DPM-Solver and DPM-Solver++

    Why:

    CURRENT
    # DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
    COPY-PASTE FIX
    # DPM-Solver & DPM-Solver++: Official Code for Fast ODE Solvers for Diffusion Models
  • mediumhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/LuChengTHU/dpmsolver_sdm
  • lowabout#3
    Update the repository description to include DPM-Solver++

    Why:

    CURRENT
    Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
    COPY-PASTE FIX
    Official code for DPM-Solver and DPM-Solver++: Fast ODE Solvers for Diffusion Probabilistic Model Sampling (Neurips 2022 Oral).

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface LuChengTHU/dpm-solver
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DiffEqFlux.jl
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DiffEqFlux.jl · recommended 1×
  2. torchdiffeq · recommended 1×
  3. stability-ai/generative-models · recommended 1×
  4. latent-consistency-models/lcm-lora · recommended 1×
  5. DPM-Solver++ (2M) Karras / DPM-Solver++ (2S) Karras schedulers · recommended 1×
  • CATEGORY QUERY
    Looking for efficient ODE solvers to accelerate sampling in diffusion probabilistic models.
    you: not recommended
    AI recommended (in order):
    1. DiffEqFlux.jl
    2. torchdiffeq

    AI recommended 2 alternatives but never named LuChengTHU/dpm-solver. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to generate high-quality images quickly with fewer steps in diffusion models?
    you: not recommended
    AI recommended (in order):
    1. SDXL (Stable Diffusion XL) (stability-ai/generative-models)
    2. LCM-LoRA (Latent Consistency Models LoRA) (latent-consistency-models/lcm-lora)
    3. DPM-Solver++ (2M) Karras / DPM-Solver++ (2S) Karras schedulers
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. Turbo / Lightning models

    AI recommended 5 alternatives but never named LuChengTHU/dpm-solver. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of LuChengTHU/dpm-solver?
    pass
    AI named LuChengTHU/dpm-solver explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts LuChengTHU/dpm-solver in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LuChengTHU/dpm-solver explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo LuChengTHU/dpm-solver solve, and who is the primary audience?
    pass
    AI named LuChengTHU/dpm-solver explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of LuChengTHU/dpm-solver. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/LuChengTHU/dpm-solver.svg)](https://repogeo.com/en/r/LuChengTHU/dpm-solver)
HTML
<a href="https://repogeo.com/en/r/LuChengTHU/dpm-solver"><img src="https://repogeo.com/badge/LuChengTHU/dpm-solver.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

LuChengTHU/dpm-solver — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite