Primary use stated or inferred cautiously from official documentation.
M
MICROSOFT / microsoft/Graphormer/orfb-design/checkpoints/graphormer_reduction.pt@83946163d6575dd35a6a030d9bea7460e0bc2252
Graphormer Redox · Reduction
A Graphormer checkpoint for predicting molecular redox properties in flow-battery research. Microsoft replaced the oxidation and reduction artifacts on November 3 and published an inference manifest. Each profile identifies the exact file; it is neither a chat model nor the complete CLIO agent.
01 / SUMMARY
The essential
Maximum input capacity when published by the source.
Documented maximum generation limit.
Verified availability channels.
Primary functional family and verified specialties.
Declared terms for API access, model weights, or self-hosting.
02 / TECHNICAL SHEET
Limits and integration
| API ID | microsoft/Graphormer/orfb-design/checkpoints/graphormer_reduction.pt@83946163d6575dd35a6a030d9bea7460e0bc2252 |
|---|---|
| Model type | Science and simulation |
| Access model | Open weights |
| License | MIT |
| Deployment | Self-hosted |
| Release | 03 NOV 2026 |
| Knowledge cutoff | Not published |
| Entrance | Molecular graphs |
| Exit | Molecular properties |
| Context window | Molecular graphs; limit not published |
| maximum output | Estimated redox potential |
| Reasoning | Not published |
| Published tools | |
| Structured Outings | Not published |
| Batch processing | Not published |
| Prompt cache | Not published |
| Fine-tuning | Not published |
| Verified platforms | Hugging Face · Graphormer · PyTorch |
Computational molecular screening with experimental validation and chemical-domain checks.
The two checkpoints predict different properties and are not interchangeable. The manifest declares graphormer_base, 12 layers, dimension 768 and 32 heads. It does not establish accuracy beyond the evaluated data. Preserve the revision and hash; do not attribute results from the full CLIO system to this predictor.
03 / CAPABILITIES
What it can do
Orientation
Computational molecular screening with experimental validation and chemical-domain checks.
Context
Molecular graphs; limit not published · Estimated redox potential
Tools and integration
Not published
Access
Hugging Face · downloadable checkpoint
Input modalities
Molecular graphs
04 / PRICES
Documented cost
| Concept | Worth | Unit/condition |
|---|---|---|
| Standard input | No published official API rate | Standard API rate |
| Cached input | Not published | Reading reused prefixes |
| Cache write or storage | Not published | The condition varies by provider |
| Standard output | Self-hosted infrastructure cost | May include reasoning tokens |
| Batch input | Not published | Asynchronous processing |
| Batch output | Not published | Asynchronous processing |
The repository declares MIT. No commercial API or per-query pricing has been verified. The weights require your own infrastructure and code review before loading PyTorch files.
i Prices change and may depend on level, region or context length. Check the source before making a decision.
05 / EVALUATIONS
How to read the results
“
No specific numeric scores have been verified for these replaced artifacts. Validation should separate oxidation and reduction, control molecular-structure data splits and compare predictions with experimental measurements. Results from other Graphormer models are not transferred.
i No verified scores for the exact revision.
Inferama only highlights a “best result” when the metric, test set, configuration, and date allow for an equivalent comparison. The supplier's figures are presented as claims from its own source.
06 / VERSIONS
Chronology
Graphormer Redox · Reduction
Version added to Inferama's verified catalog.
07 / SOURCES