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test minimal config

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  ---
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  title: Optitransfer
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  emoji: 🔬
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- sdk: static
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- app_file: index.html
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- pinned: true
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- tags:
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- - model-merging
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- - crdt
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- - distributed-systems
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- - federated-learning
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- - convergence
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- - deterministic
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- - conflict-free
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- - byzantine-fault-tolerance
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- - agent-memory
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- - provenance
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- - safetensors
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- - pytorch
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- - neural-networks
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- - multi-agent
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  ---
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- <div align="center">
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-
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  # Optitransfer
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-
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- **Convergent intelligence infrastructure.**
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- *The mathematical layer where distributed AI systems merge, verify, and evolve -- deterministically.*
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-
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- ---
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-
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- [![PyPI](https://img.shields.io/pypi/v/crdt-merge?label=PyPI&color=blue)](https://pypi.org/project/crdt-merge/)
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- [![Downloads](https://img.shields.io/pypi/dm/crdt-merge?label=Downloads&color=brightgreen)](https://pepy.tech/projects/crdt-merge)
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- [![Tests](https://img.shields.io/badge/tests-4%2C498%20passing-brightgreen)](https://github.com/mgillr/crdt-merge)
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- [![License](https://img.shields.io/badge/license-BSL%201.1-orange)](https://github.com/mgillr/crdt-merge/blob/main/LICENSE)
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- [![Patent](https://img.shields.io/badge/UK%20Patent-pending-lightgrey)](https://github.com/mgillr/crdt-merge/blob/main/PATENTS)
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-
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- </div>
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-
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- ---
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-
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- ## crdt-merge
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-
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- Every standard merge strategy fails at least one of the three algebraic laws required for distributed convergence. That failure is mathematical, not implementational.
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- **crdt-merge** is the fix. A patented architecture that makes any merge operation -- across model weights, datasets, or agent memory -- fully conflict-free, order-independent, and provably convergent.
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-
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- 26 strategies. Zero coordination. One correct result.
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-
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- ```
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- pip install crdt-merge
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- ```
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-
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- ---
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-
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- ## What We Work On
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-
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- Problems at the intersection of distributed systems theory and machine intelligence. Some of these challenge long-standing assumptions in the field.
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-
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- - Convergent model merging at arbitrary scale
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- - Distributed trust and verification in open networks
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- - Cryptographic provenance for merge decisions
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- - Knowledge acquisition without catastrophic forgetting
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- - Coordination without central arbiters
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-
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- Selected findings are published alongside the library.
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-
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- ---
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-
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- ## Demonstrations
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-
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- | Space | Description |
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- |:--|:--|
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- | [crdt-merge](https://huggingface.co/spaces/Optitransfer/crdt-merge) | Merge real models with full provenance |
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- | [Convergence Lab](https://huggingface.co/spaces/Optitransfer/convergence-lab) | 26 strategies, convergence visualisation, experiments |
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- | [Data Playground](https://huggingface.co/spaces/Optitransfer/crdt-merge-data) | CRDT merging on tabular data |
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- | [Federation](https://huggingface.co/spaces/Optitransfer/crdt-merge-federation) | Multi-node gossip convergence |
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-
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- ---
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-
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- ## Numbers
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-
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- | Metric | Value |
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- |:--|--:|
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- | Merge strategies (CRDT-verified) | 26 |
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- | Test suite | 4,498 passing |
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- | CRDT overhead per merge | < 0.5 ms |
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- | Acceleration vs naive | 38.8x |
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- | Cross-language ports | Python, Rust, TypeScript, Java |
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-
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- ---
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-
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- ## Links
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-
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- | | |
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- |:--|:--|
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- | Source | [github.com/mgillr/crdt-merge](https://github.com/mgillr/crdt-merge) |
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- | Paper | [CRDT Merge ArXiv (PDF)](https://github.com/mgillr/crdt-merge/blob/main/paper/CRDT_Merge_ArXiv.pdf) |
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- | Package | [pypi.org/project/crdt-merge](https://pypi.org/project/crdt-merge/) |
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- | Rust | [crates.io/crates/crdt-merge](https://crates.io/crates/crdt-merge) |
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- | TypeScript | [npmjs.com/package/crdt-merge](https://www.npmjs.com/package/crdt-merge) |
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- | Download Stats | [ClickPy](https://clickpy.clickhouse.com/dashboard/crdt-merge) -- [PePy](https://pepy.tech/projects/crdt-merge) |
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- | Patent | UK Application GB 2607132.4 |
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- | License | BSL 1.1 (Apache 2.0 from March 2028) |
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-
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- ---
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-
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- <div align="center">
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- Switzerland -- [data@optitransfer.ch](mailto:data@optitransfer.ch)
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- </div>
 
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  ---
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  title: Optitransfer
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  emoji: 🔬
 
 
 
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  colorFrom: gray
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  colorTo: gray
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+ sdk: static
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+ pinned: true
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # Optitransfer
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+ Test