{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "zzzz7788990213-ops/EvoVLM",
 "name": "EvoVLM",
 "owner": "zzzz7788990213-ops",
 "slug": "zzzz7788990213-ops-evovlm",
 "github": "https://github.com/zzzz7788990213-ops/EvoVLM",
 "what": "EvoVLM is a research repo that uses LLM-guided evolutionary search to improve the inference programs for frozen Qwen3-VL-2B vision-language models on chart understanding.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Git and Python 3 installed locally",
  "A clone of https://github.com/zzzz7788990213-ops/EvoVLM",
  "For GPU inference only: a CUDA-capable GPU, PyTorch, Transformers, and the external Qwen model snapshots described in the runtime guide"
 ],
 "audience_note": "Written for ML researchers and reviewers who want to audit recorded results or reuse the evolution method on chart understanding with frozen vision-language models.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/zzzz7788990213-ops-evovlm/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "zzzz7788990213-ops-evovlm--verify-recorded-evovlm-results",
   "title": "Verify Evo VLM's recorded results on a CPU",
   "best": true,
   "url": "https://dedupedai.com/use-cases/zzzz7788990213-ops-evovlm/verify-recorded-evovlm-results/",
   "json": "https://dedupedai.com/use-cases/u/zzzz7788990213-ops-evovlm/verify-recorded-evovlm-results.json"
  },
  {
   "id": "zzzz7788990213-ops-evovlm--smoke-test-exported-evovlm-programs",
   "title": "Smoke-test exported Evo VLM programs without weights",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zzzz7788990213-ops-evovlm/smoke-test-exported-evovlm-programs/",
   "json": "https://dedupedai.com/use-cases/u/zzzz7788990213-ops-evovlm/smoke-test-exported-evovlm-programs.json"
  },
  {
   "id": "zzzz7788990213-ops-evovlm--run-evolved-programs-on-own-charts",
   "title": "Run the evolved Qwen3-VL-2B programs on your charts",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zzzz7788990213-ops-evovlm/run-evolved-programs-on-own-charts/",
   "json": "https://dedupedai.com/use-cases/u/zzzz7788990213-ops-evovlm/run-evolved-programs-on-own-charts.json"
  },
  {
   "id": "zzzz7788990213-ops-evovlm--adapt-evolution-loop-to-new-vlm-task",
   "title": "Adapt the Evo VLM evolution loop to a new VLM task",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zzzz7788990213-ops-evovlm/adapt-evolution-loop-to-new-vlm-task/",
   "json": "https://dedupedai.com/use-cases/u/zzzz7788990213-ops-evovlm/adapt-evolution-loop-to-new-vlm-task.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}