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#devstral — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #devstral, aggregated by home.social.

  1. @dtgeek another example. #Devstral can’t find a command it fantasized exists and then immediately escalates and restarts the container, instead of maybe openclaw gateway restart …

  2. RE: norden.social/@maik/1163289481

    Artikel wie schon von Arstechnica. Die interessantere Frage ist wie lange es dauern wird bist auf dieser Basis Angriffe auf / mit / durch Claude Code gefahren werden. Und was für Effekte daraus zu sehen sein werden.

    Abgesehen davon: Ich bin hier um mit Ihnen über das Wort Go...äh, OpenCode zu reden: opencode.ai/

    Gleiches LLM coding, allerdings was Modelle angeht offen und inhärent gleich FOSS als Codebasis. Funktioniert auch mit Mistral, ist deutlich weiter entwickelt als Mistrals VibeCLI.
    Kritik und Vorteile alle wie gehabt, mehr Auswahl und mehr Offenheit.

    #ai #claude #claudecode #opencode #mistral #mistralvibe #codestral #devstral2 #devstral #llm #vibecoding

  3. @Bit @plexus Well, after a few days with it, I'm going back to using Claude Code with Ollama. Opencode was just too brittle on my setup. Who knows, I might try again later.

    Here's the script I'm using to call #devstral in #ollama from #claudecode
    gist.github.com/rubix1138/be28

  4. Playing with #OpenHands and #Devstral from #MistralAI. I already hit a RateLimitError 429 ☹️ I'm also missing the time I can resume my work. And yes, I have activated the tokens compression settings.

    It's not today that I'll be able to evaluate whether it's better than Claude Code or not.

  5. Playing with #OpenHands and #Devstral from #MistralAI. I already hit a RateLimitError 429 ☹️ I'm also missing the time I can resume my work. And yes, I have activated the tokens compression settings.

    It's not today that I'll be able to evaluate whether it's better than Claude Code or not.

  6. Playing with #OpenHands and #Devstral from #MistralAI. I already hit a RateLimitError 429 ☹️ I'm also missing the time I can resume my work. And yes, I have activated the tokens compression settings.

    It's not today that I'll be able to evaluate whether it's better than Claude Code or not.

  7. Playing with #OpenHands and #Devstral from #MistralAI. I already hit a RateLimitError 429 ☹️ I'm also missing the time I can resume my work. And yes, I have activated the tokens compression settings.

    It's not today that I'll be able to evaluate whether it's better than Claude Code or not.

  8. Playing with #OpenHands and #Devstral from #MistralAI. I already hit a RateLimitError 429 ☹️ I'm also missing the time I can resume my work. And yes, I have activated the tokens compression settings.

    It's not today that I'll be able to evaluate whether it's better than Claude Code or not.

  9. The internet(tm) claims that DevStral2 would be almost on par with Claude Sonnet 4.5.
    Also, open weights model with 120B, i.e. reasonable on current om-prem hardware a la AMDs 395+.
    Prices are also pretty ok if hosted, also: EU hostable.

    Did anyone compare that thing to the above Claude model, ideally using Claude Code as control system?
    I'd also be interested in on-prem reports, ideally also with one of the AMD 395+ UMA boxes.

    #llm #claudecode #claude_sonnet_45 #sonnet45 #devstral #devstral2 #mistral #aicoding #uma #amd #amdstrixhalo

  10. The internet(tm) claims that DevStral2 would be almost on par with Claude Sonnet 4.5.
    Also, open weights model with 120B, i.e. reasonable on current om-prem hardware a la AMDs 395+.
    Prices are also pretty ok if hosted, also: EU hostable.

    Did anyone compare that thing to the above Claude model, ideally using Claude Code as control system?
    I'd also be interested in on-prem reports, ideally also with one of the AMD 395+ UMA boxes.

    #llm #claudecode #claude_sonnet_45 #sonnet45 #devstral #devstral2 #mistral #aicoding #uma #amd #amdstrixhalo

  11. The internet(tm) claims that DevStral2 would be almost on par with Claude Sonnet 4.5.
    Also, open weights model with 120B, i.e. reasonable on current om-prem hardware a la AMDs 395+.
    Prices are also pretty ok if hosted, also: EU hostable.

    Did anyone compare that thing to the above Claude model, ideally using Claude Code as control system?
    I'd also be interested in on-prem reports, ideally also with one of the AMD 395+ UMA boxes.

    #llm #claudecode #claude_sonnet_45 #sonnet45 #devstral #devstral2 #mistral #aicoding #uma #amd #amdstrixhalo

  12. The internet(tm) claims that DevStral2 would be almost on par with Claude Sonnet 4.5.
    Also, open weights model with 120B, i.e. reasonable on current om-prem hardware a la AMDs 395+.
    Prices are also pretty ok if hosted, also: EU hostable.

    Did anyone compare that thing to the above Claude model, ideally using Claude Code as control system?
    I'd also be interested in on-prem reports, ideally also with one of the AMD 395+ UMA boxes.

    #llm #claudecode #claude_sonnet_45 #sonnet45 #devstral #devstral2 #mistral #aicoding #uma #amd #amdstrixhalo

  13. The internet(tm) claims that DevStral2 would be almost on par with Claude Sonnet 4.5.
    Also, open weights model with 120B, i.e. reasonable on current om-prem hardware a la AMDs 395+.
    Prices are also pretty ok if hosted, also: EU hostable.

    Did anyone compare that thing to the above Claude model, ideally using Claude Code as control system?
    I'd also be interested in on-prem reports, ideally also with one of the AMD 395+ UMA boxes.

    #llm #claudecode #claude_sonnet_45 #sonnet45 #devstral #devstral2 #mistral #aicoding #uma #amd #amdstrixhalo

  14. Who are using #devstral-small-2 with #Cline plugin on #intellij ? Do you think that they are the perfect combination to replace #Junie ?

    #java

  15. Got Mistral's vibe-cli up and running towards a local Ollama instance with devstral-2-small. Let's see if it can understand my retro game coding level editor (written in Java).

    #Mistral #Devstral

  16. Hướng dẫn nhanh cấu hình Aider với mô hình local: tạo 3 file trong ~/.
    1️⃣ ~/.aider.conf.yml → endpoint, API‑key, model và đường dẫn file khác.
    2️⃣ ~/.aider.model.settings.yml → định dạng diff, repo map, v.v.
    3️⃣ ~/.aider.model.metadata.json → max tokens, chi phí.
    Lưu ý: luôn prepend “openai/” vào model ID; Aider sẽ tự xóa khi gửi tới server. #Aider #CấuHình #LLM #OpenAI #Mistral #Devstral #Linux

    reddit.com/r/LocalLLaMA/commen

  17. Trải nghiệm lập trình local với Devstral Small 2 (24B) trên card RTX 5060 Ti 16GB cực mượt!

    🔹 Setup: Devstral-Small-2 (Q4_K_M), context 24k, chạy hoàn toàn trên 16GB VRAM.
    🔹 Tốc độ: Xử lý prompt ~650 tok/s, tạo token 9-11 tok/s.
    🔹 Kết hợp: Dùng với Zed Agent mang lại hiệu quả cao hơn Claude Code nhờ hệ thống prompt ngắn gọn.
    🔹 Chất lượng: Xử lý tốt các tác vụ code phức tạp, tự động đọc file, chạy lệnh test và sửa lỗi khi có hướng dẫn chi tiết.

    #AI #Coding #Devstral #LLM #LocalAI #Programmi

  18. 🔧 #OpenRouter launches Response Healing: automatically fixes malformed #JSON responses from #LLMs before they reach your app #AI #API #devops

    📊 Results from 1.6M+ requests analyzed at inference time:
    #Gemini 2.0 Flash: 80% defect reduction (99.61% → 99.92%)
    #Qwen3 235B: 99.8% defect reduction (88% → 99.98%)
    #Deepseek Chat v3.1: 85% defect reduction (82.5% → 97.4%)
    #Devstral 2512: 99.6% defect reduction (96.6% → 99.99%)

    🧵 👇

  19. Mistral released new coding models:

    * Devstral 2 (123 B)
    * Devstral Small 2 (24 B)

    mistral.ai/news/devstral-2-vib

    Plus, Mistral Vibe CLI, a CLI based coding agent:
    github.com/mistralai/mistral-v

    I didn't even have a chance yet to try out Mistral 3 Large. According to their benchmark, Devstral 2 is competing with the best open weight models (DeepSeek V3.2). Not quite at the level of the best closed-sources ones, but more cost-efficient:

    > Devstral 2 is currently offered free via our API. After the free period, the API pricing will be $0.40/$2.00 per million tokens (input/output) for Devstral 2 and $0.10/$0.30 for Devstral Small 2.

    Devstral Small 2 can be run locally on a 24 GB GPU.

    #mistral #ai #devstral

  20. Mit dem aktuellen Update der #LMStudio #MLX Runtime (0.36.1) laufen seit heute auch die Ministral- und Devstral-Modelle im entsprechenden Format.

    ministral-3-14b-reasoning liefert dabei auf meinem 2022er MacBook Pro M1 brauchbare 16tok/sec - dem #LLM beim "Denken" zuzugucken ist dabei recht amüsant: Im Vergleich zu anderen Reasoning-Modellen finde ich es irgendwie sympathisch "verkopft" und unentschlossen.

    #ministral #devstral

  21. Нейро-дайджест: ключевые события мира AI за 2-ю неделю декабря 2025

    Привет! Это новый выпуск «Нейро-дайджеста» — коротких и полезных обзоров ключевых событий в мире искусственного интеллекта и технологий. Неделя выдалась насыщенной: Mistral выкатили Devstral 2 , Photoshop, Express и Acrobat встроили прямо в ChatGPT , а исследования показывают, что более 80% вайб-кода могут содержать уязвимости. Криштиану Роналду инвестирует в Perplexity, а Сэм Альтман считает, что сейчас невозможно воспитывать детей без ИИ. Всё самое важное — в одном месте. Поехали! Читать дайджест →

    habr.com/ru/companies/timeweb/

    #новости #ии #дайджест #нейросети #devstral #openrouter #timeweb_дайджест #искусственный_интеллект #perplexity #сэм_альтман

  22. Нейро-дайджест: ключевые события мира AI за 2-ю неделю декабря 2025

    Привет! Это новый выпуск «Нейро-дайджеста» — коротких и полезных обзоров ключевых событий в мире искусственного интеллекта и технологий. Неделя выдалась насыщенной: Mistral выкатили Devstral 2 , Photoshop, Express и Acrobat встроили прямо в ChatGPT , а исследования показывают, что более 80% вайб-кода могут содержать уязвимости. Криштиану Роналду инвестирует в Perplexity, а Сэм Альтман считает, что сейчас невозможно воспитывать детей без ИИ. Всё самое важное — в одном месте. Поехали! Читать дайджест →

    habr.com/ru/companies/timeweb/

    #новости #ии #дайджест #нейросети #devstral #openrouter #timeweb_дайджест #искусственный_интеллект #perplexity #сэм_альтман

  23. Нейро-дайджест: ключевые события мира AI за 2-ю неделю декабря 2025

    Привет! Это новый выпуск «Нейро-дайджеста» — коротких и полезных обзоров ключевых событий в мире искусственного интеллекта и технологий. Неделя выдалась насыщенной: Mistral выкатили Devstral 2 , Photoshop, Express и Acrobat встроили прямо в ChatGPT , а исследования показывают, что более 80% вайб-кода могут содержать уязвимости. Криштиану Роналду инвестирует в Perplexity, а Сэм Альтман считает, что сейчас невозможно воспитывать детей без ИИ. Всё самое важное — в одном месте. Поехали! Читать дайджест →

    habr.com/ru/companies/timeweb/

    #новости #ии #дайджест #нейросети #devstral #openrouter #timeweb_дайджест #искусственный_интеллект #perplexity #сэм_альтман

  24. Нейро-дайджест: ключевые события мира AI за 2-ю неделю декабря 2025

    Привет! Это новый выпуск «Нейро-дайджеста» — коротких и полезных обзоров ключевых событий в мире искусственного интеллекта и технологий. Неделя выдалась насыщенной: Mistral выкатили Devstral 2 , Photoshop, Express и Acrobat встроили прямо в ChatGPT , а исследования показывают, что более 80% вайб-кода могут содержать уязвимости. Криштиану Роналду инвестирует в Perplexity, а Сэм Альтман считает, что сейчас невозможно воспитывать детей без ИИ. Всё самое важное — в одном месте. Поехали! Читать дайджест →

    habr.com/ru/companies/timeweb/

    #новости #ии #дайджест #нейросети #devstral #openrouter #timeweb_дайджест #искусственный_интеллект #perplexity #сэм_альтман

  25. ✨ Behold, a groundbreaking update from the Future where #Mistral releases #Devstral 2 with a whopping 72.2% of #SWE-Bench verification, because, apparently, real-world utility is soooo last century. 🤖 Meanwhile, the Vibe CLI promises to take your coding monotony to new heights of agentic glory, because who doesn't want their command line to have vibes? 📟🚀
    mistral.ai/news/devstral-2-vib #VibeCLI #codingInnovation #HackerNews #ngated

  26. ✨ Behold, a groundbreaking update from the Future where #Mistral releases #Devstral 2 with a whopping 72.2% of #SWE-Bench verification, because, apparently, real-world utility is soooo last century. 🤖 Meanwhile, the Vibe CLI promises to take your coding monotony to new heights of agentic glory, because who doesn't want their command line to have vibes? 📟🚀
    mistral.ai/news/devstral-2-vib #VibeCLI #codingInnovation #HackerNews #ngated

  27. ✨ Behold, a groundbreaking update from the Future where #Mistral releases #Devstral 2 with a whopping 72.2% of #SWE-Bench verification, because, apparently, real-world utility is soooo last century. 🤖 Meanwhile, the Vibe CLI promises to take your coding monotony to new heights of agentic glory, because who doesn't want their command line to have vibes? 📟🚀
    mistral.ai/news/devstral-2-vib #VibeCLI #codingInnovation #HackerNews #ngated

  28. ✨ Behold, a groundbreaking update from the Future where #Mistral releases #Devstral 2 with a whopping 72.2% of #SWE-Bench verification, because, apparently, real-world utility is soooo last century. 🤖 Meanwhile, the Vibe CLI promises to take your coding monotony to new heights of agentic glory, because who doesn't want their command line to have vibes? 📟🚀
    mistral.ai/news/devstral-2-vib #VibeCLI #codingInnovation #HackerNews #ngated

  29. @ankoeln @muellertadzio Ein mglw. relevanter LLM-Skill mag das selber-Hosten auf eigener Hardware sein. Geht auch für Schönschreibtools.

    Dabei helfe ich im Sinne der von Herrn Matzat geforderten "Auseinandersetzung mit der Technologie" gerne, denn mit dem Punkt [wir sollten] "zugewandt, freundlich, hilfsbereit und geduldig agieren" hat er natürlich Recht.

    #Ollama #Devstral #LanguageTool

  30. Mistral AI: Europe’s Bold Answer to Big Tech 🇫🇷

    Launched in 2023, Mistral AI is shaking up the AI world with open-source models, local trust, and rapid innovation. Its chatbot Le Chat hit 1M+ downloads after President Macron's endorsement, and its model zoo (like Devstral, Magistral, and Voxtral) is powering everything from code to speech.

    #MistralAI #LeChat #OpenSourceAI #FrenchTech #AIForAll #Devstral #MistralCompute #EuropeanAI #TECHi

    Read Full Article Here :- techi.com/mistral-ai-french-op

  31. Current AI coding status… 🫠

    (It’s generating a `background: url('data:image/png;base64, …');` but I think it got stuck in a loop, or generating an uncompressed uniform color area. #ai #llm #devstral

  32. > While there are many #opensource clones of #ClaudeCode out there, if your goal is to learn this technology on a deeper level, I feel there are still significant benefits to building your own agent, and working closely with the models.

    Local LLM Agents - Do they work?

    hexeditreality.com/posts/local

    #AI #LLM #claude #ollama #devstral #programming #softwareDevelopment #aiagent #agenticAI #agents

  33. Someone just sold his ROG FLow Z13 ($2,500) laptop for a MacBook M4 Pro in less than a day. Figured out recently.

    Why? Fed up with ROCm support. "Fuck this shit". Had a meltdown morning.

    Hope devs learn the lesson: software first, promises later.

    #Hardware #PC #PCHardware #AI #ML #LLM #LargeLanguageModels #Qwen #Devstral #Mistral #MistralAI #ROCm #AMD #Radeon #Ryzen #RyzenAI

  34. Cobbled together an #ExoLabs cluster to fuck around with #devstral a bit, since it's kinda too big for my M3 Max daily driver. While in the process of bringing up nodes the model hit a bug in the #MLX #Python module that deals with inference model sharding related to passing around MLX vs Numpy data structures.

    For shits and giggles and also not being a top-tier #Numpy data structure debugging guy I asked Devstral to look at the bug and figure out a fix. After one wrong turn it came up with a fix which I applied to the other nodes and now it's happily sharding the bigger Devstral models. Not sure about vibe coding as a social contagion but from a “How close are we to #Skynet”-perspective I think we're cooked, chat.

    Anyway enjoy your Memorial Day weekend 🎉

    Figure 1. A very heterogeneous Exo cluster.

  35. 📢 Don't overlook this in the wave of releases! #MistralAI has a new coding LLM: it's #Devstral, an open model perfect for on-prem, private and local deployments 🐈

    📰 Have a look at the announcement: mistral.ai/news/devstral

    #AI #GenAI #LLMs #Devstral #SWEBench

  36. Mistral AI hat gemeinsam mit AllHandsAI sein eigenes Agentic LLM für Software-Engineering-Aufgaben veröffentlicht - #Devstral.

    Der Clou ist, dass es auf dem lokalen Rechner ausgeführt werden kann und dennoch, laut eigenen Benchmarks, die beste Performance aller Open-Source-Modelle erreicht.

    Damit bleiben die Daten in deiner Hand.

    #MistralAI #Claude #DevLife #AI #AgenticAI #LLM #Codex

    mistral.ai/news/devstral

  37. #Devstral: New #opensource Model for Coding Agents by #MistralAI & #AllHandsAI 🧠

    • 🏆 #Devstral achieves 46.8% on #SWEBench Verified, outperforming previous #opensource models by over 6% points and surpassing #GPT4 mini by 20%

    🧵👇#AI #coding