{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "datamllab/OpenEBFM",
 "name": "OpenEBFM",
 "owner": "datamllab",
 "slug": "datamllab-openebfm",
 "github": "https://github.com/datamllab/OpenEBFM",
 "what": "OpenEBFM is open-source Python code for training, scaling, evaluating, and chatting with energy-based foundation language models.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python with uv installed",
  "A GPU environment (the README installs the gpu extra and loads checkpoints with device=\"cuda\")",
  "Network access for data preparation and Hugging Face downloads",
  "Enough disk space for the datasets and checkpoints (sizes are not stated in the README)"
 ],
 "audience_note": "Machine learning researchers and engineers with GPU access who want to pretrain, fine-tune, or evaluate energy-based language models.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/datamllab-openebfm/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "datamllab-openebfm--pretrain-ebfm-at-token-budget",
   "title": "Pretrain an EBFM model to a chosen token budget",
   "best": true,
   "url": "https://dedupedai.com/use-cases/datamllab-openebfm/pretrain-ebfm-at-token-budget/",
   "json": "https://dedupedai.com/use-cases/u/datamllab-openebfm/pretrain-ebfm-at-token-budget.json"
  },
  {
   "id": "datamllab-openebfm--chat-with-published-sft-model",
   "title": "Chat with the published EBFM SFT model in a browser",
   "best": false,
   "url": "https://dedupedai.com/use-cases/datamllab-openebfm/chat-with-published-sft-model/",
   "json": "https://dedupedai.com/use-cases/u/datamllab-openebfm/chat-with-published-sft-model.json"
  },
  {
   "id": "datamllab-openebfm--fine-tune-published-checkpoint-with-sft",
   "title": "Fine-tune a published EBFM checkpoint with SFT",
   "best": false,
   "url": "https://dedupedai.com/use-cases/datamllab-openebfm/fine-tune-published-checkpoint-with-sft/",
   "json": "https://dedupedai.com/use-cases/u/datamllab-openebfm/fine-tune-published-checkpoint-with-sft.json"
  },
  {
   "id": "datamllab-openebfm--evaluate-checkpoint-bpb-and-qa",
   "title": "Measure BPB and QA scores for an EBFM checkpoint",
   "best": false,
   "url": "https://dedupedai.com/use-cases/datamllab-openebfm/evaluate-checkpoint-bpb-and-qa/",
   "json": "https://dedupedai.com/use-cases/u/datamllab-openebfm/evaluate-checkpoint-bpb-and-qa.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."
}