Specification

Release date: 14 Dec 2022
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Openness: open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
License: bigscience-bloom-rail-1.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Architecture: GPT2LMHeadModel
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Hugging Face repo: stanford-crfm/BioMedLM
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Pipeline tag: text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Model card: huggingface.co/stanford-crfm/BioMedLM
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Downloads: 1,160
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 57 min agomedium
Likes: 458
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 57 min agomedium
Datasets: pubmed
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Last modified: 2024-03-28T13:57:14+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Library name: transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Downloads all time: 270,028
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Model type: gpt2
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Tags: transformers, pytorch, gpt2, text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium

Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →

Provenance

Attributed facts

16

Source tiers

T216

Freshest observation

57 min ago

Conflicts

None

Modalities

Modalities unavailable.

Capabilities

Tool calling
Unavailable
Structured output
Unavailable
Reasoning
Unavailable
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable

No capability flags have been observed from a source yet — we do not infer them.

No structured attributes yet.

No benchmark results recorded

Results appear when a tier 1–3 source publishes them; we never copy scores without a source.

Current prices

No current prices recorded

Prices appear when a provider publishes a public pricing page we crawl.

Price history

No hardware estimate available

Estimates need a parameter count; this model has none recorded from a source.

No lineage recorded

Lineage comes from explicit `derived_from`, `fine_tuned_from`, `distilled_from` and `quantized_from` relations stated by sources.

Papers 1

arXiv:2403.18421Active
35

Repositories 0

No repositories linked yet.

As of

Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.

Claim history · Model type

1 claims · 1 propertiesShow all properties

Model typemodel_type1

Claim history for Model type
Value	Valid from → to	Status	Source	Confidence	Extractor
gpt2	11 Sept 2026 22:04 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

11 Sept 2026
New modelModelBioMedLMStanford CRFM
New model: BioMedLM (Stanford CRFM)
huggingface
huggingface.co

Full timeline →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=stanford-crfm&p=0&sort=downloads	listing	T2· Quality secondary	57 min ago	4
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/stanford-crfm/BioMedLM/raw/main/README.md	model_card	T2· Quality secondary	3 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/stanford-crfm/BioMedLM	model_page	T2· Quality secondary	3 h ago	2

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.