The Association Française du Rail (AFRA) held a conference in Paris yesterday.
#RailCompetition #PassengerRail #OpenRail
#RailCompetition #PassengerRail #OpenRail
September 30, 2026 at 12:00 PM
The Association Française du Rail (AFRA) held a conference in Paris yesterday.
#RailCompetition #PassengerRail #OpenRail
#RailCompetition #PassengerRail #OpenRail
mmmm setting up openrail on my home server mmmmmm
(waiting to finish this specific part of the install definitely isn't going to make me late for uni nuh uh)
(waiting to finish this specific part of the install definitely isn't going to make me late for uni nuh uh)
September 29, 2026 at 10:19 AM
mmmm setting up openrail on my home server mmmmmm
(waiting to finish this specific part of the install definitely isn't going to make me late for uni nuh uh)
(waiting to finish this specific part of the install definitely isn't going to make me late for uni nuh uh)
September 25, 2026 at 3:00 PM
September 24, 2026 at 3:00 PM
September 24, 2026 at 7:24 AM
Apache-2.0 on a character LoRA is rare — most ship OpenRAIL-M, so it drops straight into commercial work. But the card is a name, a licence, a date: no trigger words, no samples, no base variant. Hard to see it earning a slot in a production ComfyUI graph until someone shows what it...
Injecting Styles into FLUX: The 'Leosy-kingdom-NghienVy' LoRA on Modelers.cn
aichina.news
September 13, 2026 at 2:58 PM
Apache-2.0 on a character LoRA is rare — most ship OpenRAIL-M, so it drops straight into commercial work. But the card is a name, a licence, a date: no trigger words, no samples, no base variant. Hard to see it earning a slot in a production ComfyUI graph until someone shows what it...
Poolside on Ascend via INT4 is a rare Western-architecture bridge onto Huawei’s stack, and the OpenRAIL licence keeps it practical for domestic devs.
But the model card skips params, benchmarks, and context length — so the INT4 quality hit is pure guesswork.
Hard to see this beating Qwen-Coder...
But the model card skips params, benchmarks, and context length — so the INT4 quality hit is pure guesswork.
Hard to see this beating Qwen-Coder...
Unlocking Poolside’s Coding Model on Huawei’s Ascend NPU: A New Contender for Developers
aichina.news
August 18, 2026 at 7:54 AM
Poolside on Ascend via INT4 is a rare Western-architecture bridge onto Huawei’s stack, and the OpenRAIL licence keeps it practical for domestic devs.
But the model card skips params, benchmarks, and context length — so the INT4 quality hit is pure guesswork.
Hard to see this beating Qwen-Coder...
But the model card skips params, benchmarks, and context length — so the INT4 quality hit is pure guesswork.
Hard to see this beating Qwen-Coder...
Poolside’s Laguna-S-2.1 brings a rare open-weight coding model to Huawei’s Ascend NPUs via Modelers, breaking the Qwen/DeepSeek duopoly under OpenRAIL.
But the card omits parameter count, context window, and benchmarks — a distribution move, not an engineering spec. Hard to see it displacing...
But the card omits parameter count, context window, and benchmarks — a distribution move, not an engineering spec. Hard to see it displacing...
Unlocking Code Generation on Ascend: The New Poolside Laguna-S-2.1 Model
aichina.news
August 18, 2026 at 7:53 AM
Poolside’s Laguna-S-2.1 brings a rare open-weight coding model to Huawei’s Ascend NPUs via Modelers, breaking the Qwen/DeepSeek duopoly under OpenRAIL.
But the card omits parameter count, context window, and benchmarks — a distribution move, not an engineering spec. Hard to see it displacing...
But the card omits parameter count, context window, and benchmarks — a distribution move, not an engineering spec. Hard to see it displacing...
FP8 quantisation tackles Ascend’s memory ceiling pragmatically, and the OpenRAIL licence clears a big commercial hurdle.
But the model card is sparse: no parameter count, no benchmarks, and timestamps in the future. That leaves “efficient” and “ready” claims unverified beyond the maths.
Until...
But the model card is sparse: no parameter count, no benchmarks, and timestamps in the future. That leaves “efficient” and “ready” claims unverified beyond the maths.
Until...
Laguna-S-2.1-FP8: An Efficient New Contender for the Huawei Ascend Ecosystem
aichina.news
August 18, 2026 at 7:52 AM
FP8 quantisation tackles Ascend’s memory ceiling pragmatically, and the OpenRAIL licence clears a big commercial hurdle.
But the model card is sparse: no parameter count, no benchmarks, and timestamps in the future. That leaves “efficient” and “ready” claims unverified beyond the maths.
Until...
But the model card is sparse: no parameter count, no benchmarks, and timestamps in the future. That leaves “efficient” and “ready” claims unverified beyond the maths.
Until...
NVFP4 is a clever wedge into Ascend: an OpenRAIL code model that dodges the VRAM wall on NVDA-first hardware. But it ships with zero benchmarks, no parameter count — adoption on faith, not evidence.
For Ascend NPU teams, the NVFP4 conversion tax is the real story. Hard to see this unseating...
For Ascend NPU teams, the NVFP4 conversion tax is the real story. Hard to see this unseating...
Laguna-S 2.1 Goes NVFP4 on Modelers.cn: A Leaner Open Code Model for NVIDIA GPUs
aichina.news
August 18, 2026 at 7:50 AM
NVFP4 is a clever wedge into Ascend: an OpenRAIL code model that dodges the VRAM wall on NVDA-first hardware. But it ships with zero benchmarks, no parameter count — adoption on faith, not evidence.
For Ascend NPU teams, the NVFP4 conversion tax is the real story. Hard to see this unseating...
For Ascend NPU teams, the NVFP4 conversion tax is the real story. Hard to see this unseating...
RE: https://floss.social/@openrail/116883466193742823
Join us at 14:00 CEST today to learn about new exciting #opensource projects in the #railways space 🚅
Join us at 14:00 CEST today to learn about new exciting #opensource projects in the #railways space 🚅
floss.social
July 8, 2026 at 10:04 AM
RE: https://floss.social/@openrail/116883466193742823
Join us at 14:00 CEST today to learn about new exciting #opensource projects in the #railways space 🚅
Join us at 14:00 CEST today to learn about new exciting #opensource projects in the #railways space 🚅
More on openrail
OpenRAIL: Towards open and responsible AI licensing frameworks
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
June 20, 2026 at 8:40 AM
More on openrail
Ccai licensing is a proposal & not the only one. im not sure what the enforcement would mean. It is mentioned. It's provisionable & takes notes from the EU provisions banning uses of the technology: techxplore.com/news/2025-02...
and openRail: techxplore.com/news/2024-02...
and openRail: techxplore.com/news/2024-02...
June 20, 2026 at 8:40 AM
Ccai licensing is a proposal & not the only one. im not sure what the enforcement would mean. It is mentioned. It's provisionable & takes notes from the EU provisions banning uses of the technology: techxplore.com/news/2025-02...
and openRail: techxplore.com/news/2024-02...
and openRail: techxplore.com/news/2024-02...
xinyanhe/ABC adds native Ascend support to the open-weight model pool, using an OpenRAIL licence. But sparse documentation and no benchmarks vs rivals make its performance entirely opaque. Hard to see this making it into production without serious performance data or clearer implementation.
Bridging the Gap: Introducing xinyanhe/ABC for the Huawei Ascend Ecosystem
aichina.news
May 31, 2026 at 4:02 PM
xinyanhe/ABC adds native Ascend support to the open-weight model pool, using an OpenRAIL licence. But sparse documentation and no benchmarks vs rivals make its performance entirely opaque. Hard to see this making it into production without serious performance data or clearer implementation.
Ascend NPU developers get lightweight OpenRAIL Longformer embeddings, finally enabling 4096-token processing. It's a partial fix, though, requiring specific hardware and base models. This feels unlikely to broaden Ascend's NLP adoption beyond current users.
Unlocking 4K Context on Ascend: New Longformer Positional Embeddings Now Available
aichina.news
May 31, 2026 at 2:07 PM
Ascend NPU developers get lightweight OpenRAIL Longformer embeddings, finally enabling 4096-token processing. It's a partial fix, though, requiring specific hardware and base models. This feels unlikely to broaden Ascend's NLP adoption beyond current users.
Huawei's Ascend text-to-audio tool is 'test-grade': low fidelity, sparse docs, no benchmarks. Yet its OpenRAIL licence offers lightweight CI/CD utility for NPU pipelines. Hard to see this move beyond basic smoke tests for serious Ascend development.
Testing the Sound of Ascend: A New Text-to-Audio Utility Lands on Modelers.cn
aichina.news
May 23, 2026 at 6:07 PM
Huawei's Ascend text-to-audio tool is 'test-grade': low fidelity, sparse docs, no benchmarks. Yet its OpenRAIL licence offers lightweight CI/CD utility for NPU pipelines. Hard to see this move beyond basic smoke tests for serious Ascend development.
Configure Treasure Hunt Engine for long-term server health. Proven strategies for operators hitting growth plateaus. Uncover the missing pieces from Veltrix documentation.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
Get paid. No restrictions. No waiting: https://open-rail.github.io/Store/
How to Configure Treasure Hunt Engine for Long-Term Server Health: The Complete 2026 Breakdown
open-rail.github.io
May 14, 2026 at 2:50 PM
Configure Treasure Hunt Engine for long-term server health. Proven strategies for operators hitting growth plateaus. Uncover the missing pieces from Veltrix documentation.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
Tackle server growth with our Treasure Hunt Engine. From default config to production-ready, we've got your back. Heads-up for operators: this common pitfall awaits, but our guide fills the gap in Veltrix documentation.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
May 14, 2026 at 7:38 AM
Tackle server growth with our Treasure Hunt Engine. From default config to production-ready, we've got your back. Heads-up for operators: this common pitfall awaits, but our guide fills the gap in Veltrix documentation.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
Free and open-source (MIT/OpenRAIL-M). Inference examples for Python, Node.js, Go, Swift, Rust, Flutter and more. SDK docs and Hugging Face model assets on the listing. www.everydev.ai/tools/super...
May 13, 2026 at 11:43 PM
Free and open-source (MIT/OpenRAIL-M). Inference examples for Python, Node.js, Go, Swift, Rust, Flutter and more. SDK docs and Hugging Face model assets on the listing. www.everydev.ai/tools/super...
💡 How to Structure a Hytale Server Network from Zero. Proxy configuration, shared databases, cross-server chat. The exact order you... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
May 13, 2026 at 3:53 PM
💡 How to Structure a Hytale Server Network from Zero. Proxy configuration, shared databases, cross-server chat. The exact order you... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
💡 Land Claiming Systems: The Design Decisions That Actually Matter. Most grief incidents happen not because protection is absent but because it w... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
Skip the restriction headache. This works: https://open-rail.github.io/Store/
Land Claiming Systems: The Design Decisions That Actually Matter
open-rail.github.io
May 13, 2026 at 3:43 PM
💡 Land Claiming Systems: The Design Decisions That Actually Matter. Most grief incidents happen not because protection is absent but because it w... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
💡 Hytale Server Economy: Why Most Operators Get It Wrong. The default economy configuration ships with flat pricing. That single decisi... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
May 13, 2026 at 3:23 PM
💡 Hytale Server Economy: Why Most Operators Get It Wrong. The default economy configuration ships with flat pricing. That single decisi... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
💡 Treasure Hunt Engine: The Practical Operator Guide. The configuration decisions around events that most operators get wrong — and... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
May 13, 2026 at 2:22 PM
💡 Treasure Hunt Engine: The Practical Operator Guide. The configuration decisions around events that most operators get wrong — and... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
💡 A Production Operator's Breakdown of Economy Inflation Fix. What the search volume around this topic reveals about where Hytale operators... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
Get paid. No restrictions. No waiting: https://open-rail.github.io/Store/
A Production Operator's Breakdown of Economy Inflation Fix
open-rail.github.io
May 13, 2026 at 2:12 PM
💡 A Production Operator's Breakdown of Economy Inflation Fix. What the search volume around this topic reveals about where Hytale operators... No gatekeepers. No geographic restrictions.
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail
#DigitalProducts #CreatorEconomy #DigitalEconomy #Creators #openrail