Bart Czernicki @bartczernicki
Technology Leader, ML/AI @Microsoft. This Twitter feed is just #Statistics, #AI, #GenAI, #MachineLearning, #DotNet. GitHub: https://t.co/EeL1zYuOLl NJ, USA Joined July 2008-
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Nice blog post: “ Phi-3-mini in 30 lines of C# with ONNX Runtime GenAI”: nietras.com/2024/04/28/phi…
New blog post "Phi-3-mini in 30 lines of C# with ONNX Runtime GenAI" 👇 nietras.com/2024/04/28/phi… #dotnet #csharp #LLM #AI cc @davidfowl @shanselman @coolcsh @runfaster2000
Eric Schmidt: the point at which AI agents can talk to each other in a language we can't understand, we should unplug the computers
Nice #SemanticKernel workshop on GitHub to walk you through the key innovations you should be aware of: functions, planners, personas and agents: github.com/dcostea/Apex.S… #CSharp #DotNet #AI #GenAI #AzureOpenAI #OPenAI
Unlock the Power of Small Language Models with Phi-3 and Azure AI Studio techcommunity.microsoft.com/t5/educator-de… #AzureOpenAI #AI #OpenAI #Copilot #ResponsibleAI
#Microsoft profits jump 20% as #OpenAI bet begins to pay off seattletimes.com/business/micro…
#SemanticKernel keeps growing, hitting over 1M downloads for the #DotNet SDK! devblogs.microsoft.com/semantic-kerne… #GenAI #AI #OpenAI #AIAgents
#Microsoft launches Phi-3 family of #GenAI models: news.microsoft.com/source/feature… #AI #OpenAI #Phi3 #SLM
Congrats to @AIatMeta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ @lmsysorg :)) 400B is still training, but already encroaching…
Real ones remember
Attention artists and creators! 🎨 @StabilityAI's Stable Diffusion 3 (SD3) and SD-Turbo are now available for FREE and unlimited generation on @ImagineArtAI! No catches, no limits – just unleash your creativity with this powerful AI text-to-image model. Please share your…
Blog that shows how AI Services can be paired with #AzureOpenAI to improve #RAG performance: "Unlocking Advanced Document Insights with Azure AI Document Intelligence": techcommunity.microsoft.com/t5/ai-azure-ai… #GPT4 #SemanticSearch #ChatGPT #AI #GenAI
🧙♀️ WizardLM-2 8x22B is our most advanced model, and just slightly falling behind GPT-4-1106-preview. 🧙 WizardLM-2 70B reaches top-tier capabilities in the same size. 🧙♀️ WizardLM-2 7B even achieves comparable performance with existing 10x larger opensource leading models. The…
🔥Today we are announcing WizardLM-2, our next generation state-of-the-art LLM. New family includes three cutting-edge models: WizardLM-2 8x22B, 70B, and 7B - demonstrates highly competitive performance compared to leading proprietary LLMs. 📙Release Blog:…
Introducing the Batch API: save costs and get higher rate limits on async tasks (such as summarization, translation, and image classification). Just upload a file of bulk requests, receive results within 24 hours, and get 50% off API prices: platform.openai.com/docs/api-refer…
Jeremy Sinclair #ฺN.. @sinclairinat0r
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@bartczernicki Hope you saw x.com/nietras1/statu…
New blog post "Phi-3-mini in 30 lines of C# with ONNX Runtime GenAI" 👇 nietras.com/2024/04/28/phi… #dotnet #csharp #LLM #AI cc @davidfowl @shanselman @coolcsh @runfaster2000
My blog post "C# 10 - `record struct` Deep Dive & Performance Implications" from 2021 shows this in detail. #dotnet 👇 nietras.com/2021/06/14/csh…
Found the usage of a struct without overriden Equals and GetHashCode with my ErrorProne.NET analyzer in another project. How important it is? Very important! You can get a horrible performance since struct's default GetHashCode just gets the hashcode of the first field!
So, WizardLM-2-8x22B.Q2_K runs beautifully on my 64Gb + 4060Ti 16Gb with llama.cpp. Now, what was its previous job, exactly?
This is the struggle of using an existing brand to represent new technology... Perception is difficult to change.... Lots of big, well-known enterprises use .NET at scale including Microsoft. #dotnet
🚀 Just dived into the world of Beta Distribution and it's fascinating! 📊 Mastering it means unlocking a deeper level of data analysis. #Statistics #BetaDistribution #DataScience
Bing on .NET 8: The Impact of Dynamic PGO devblogs.microsoft.com/dotnet/bing-on… #dotnet #csharp
I remain unimpressed when it can't even implement itself efficiently. Result. No simd. Just plain c. 😆 #LLMs
Databricks DBRX model is AMAZING, generally great but CRUSHES code. 132B parameters, 12T token, 16 experts, 4 per forward, 36B active. ~2.6e24 HumanEval5, 0-Shot DBRX - 70.1% GPT-4 - 67% Gemini 1.5 Pro - 71.9% Mixtral - 54.8% Grok - 63.2% LLAMA 2 - 32.2% databricks.com/blog/introduci…
@GregKamradt @RLanceMartin I wonder if other models work better only with bottom to top. One of the foundational papers on this issue got slightly diff results. Unless further training have been driving this bottom bias. Remember lost in the middle? arxiv.org/abs/2307.03172
@EMostaque I wanna see the prompt adherence / text generation capabilities. Here’s something complex: A man wearing an orange shirt with polkadots standing in front of a large pink house with a big airplane in the sky that has text “ZOOMAIR”. Speech bubble out of man’s mouth saying:…
Sep depends heavily on @BenchmarkDotNet to show it's an insanely fast single and multi-threaded #dotnet csv parser. 🚀 Thank you for the great library! 👍 github.com/nietras/Sep
New milestone: 20K+ publicly available GitHub repositories that depend on BenchmarkDotNet! github.com/dotnet/Benchma…
@sudomaniac77859 As we want it as good as possible as it will be a benchmark model I Can't make any guarantees on when it is done but I'd expect proper release next month (weights)
@amogh42 @sudomaniac77859 Get your comfy UI system ready I suppose . Will do more community stuff soon
It affects the GPT models more. If you don't repeat or place your most import instruction towards the end GPT-3.5-Turbo and GPT-4-Turbo will ignore/miss it. With the former being most affected.
Analysis shows LLMs recall performance is better in the bottom half of the document vs the top half @RLanceMartin found this again w/ multi needle analysis I haven't heard a good reason yet - any ideas why?
Return of the Vine.
X is becoming a video first platform
Sep 0.4.3 has been released with a buffer overrun bug fix. Overrun always followed by an exception, but be sure to update anyway. Thanks to @henrik32259 for filing the issue. A reminder that test coverage does not mean no bugs. It's just a number. #dotnet
Sep (0.4.0) is now "officially" the fastest #dotnet single/multi-threaded #csv parser as @joelverhagen has updated his post "The fastest CSV parser in .NET". On .NET 8 with server GC Sep is up to 11.5x faster than CsvHelper (unfair MT vs ST comparison 😅). joelverhagen.com/blog/2020/12/f…