Martian's Model Router: Optimize AI Performance and Reduce Costs
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Martian's Model Router: Optimize AI Performance and Reduce Costs
Dynamically route every prompt to the best LLM. Highest performance, lowest costs, incredibly easy to use.... See more
There are over 250,000 LLMs today. Some are good at coding. Some are good at holding conversations. Some are up to 300x cheaper than others. You could hire an ML engineering team to test every single one — or you can switch to the best one fo
Testing framework for LLM Part
Nicolay Gerold added
For the deployment side of things, we found that the performance of our training process was quite slow, especially when it gets into these large language models and when you train from scratch. MosaicML offers what's called programmatic optimization, which is not so much on the hardware side of things, but rather on the algorithmic side. Can you f... See more
CB Insights • 2024 Tech Trends
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Source: CB Insights Report
Portkey's AI Gateway is the interface between your app and hosted LLMs. It streamlines API requests to OpenAI, Anthropic, Mistral, LLama2, Anyscale, Google Gemini and more with a unified API.
✅ Blazing fast (9.9x faster) with a tiny footprint (~45kb installed)
✅ Load balance across multiple models, providers, and keys
✅ Fallbacks make sure your app ... See more
✅ Blazing fast (9.9x faster) with a tiny footprint (~45kb installed)
✅ Load balance across multiple models, providers, and keys
✅ Fallbacks make sure your app ... See more
Portkey-AI • GitHub - Portkey-AI/gateway: A Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API.
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baserun.ai💪💪💪
Testing & Observability Platform for LLM Apps
From prompt playground to end-to-end tests, baserun helps you ship your LLM apps with confidence and speed.
Testing framework for LLM Part
Nicolay Gerold added
Data science teams can use Baseten to efficiently serve, integrate, design, and ship their custom machine learning models with ease. A key benefit of Baseten is that it collapses the innovation cycle for ML apps, resulting in cheaper experimentation and greater success. It unblocks ML efforts currently bottlenecked by infrastructure, frontend, and ... See more
Jason Risch • Self-Serve Apps for ML Teams | Greylock
Mo Shafieeha added
- Mistral AI shows a promising alternative to the GPT 3.5 model using prompt engineering .
- Mistral AI can be used where it requires high volume and faster processing time with very little cost .
- Mistral AI can be used as pre-filtering to GPT 4 to reduce cost i.e. can be used to filter down search results .
Mistral 7B is 187x cheaper compared to GPT-4
Nicolay Gerold added
4. Introducing Stable LM 3B: Bringing Sustainable, High-Performance Language Models to Smart Devices
Stability AI introduced Stable LM 3B, a high-performing language model designed for smart devices. With 3 billion parameters, it outperforms state-of-the-art 3B models and reduces operating costs and power consumption. The model enables a broader ran... See more
Stability AI introduced Stable LM 3B, a high-performing language model designed for smart devices. With 3 billion parameters, it outperforms state-of-the-art 3B models and reduces operating costs and power consumption. The model enables a broader ran... See more
This AI newsletter is all you need #68
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The human-centric platform for production ML & AI
Access data easily, scale compute cost-efficiently, and ship to production confidently with fully managed infrastructure, running securely in your cloud.
Access data easily, scale compute cost-efficiently, and ship to production confidently with fully managed infrastructure, running securely in your cloud.
Infrastructure for ML, AI, and Data Science | Outerbounds
Nicolay Gerold added