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CompanyAnthropic8 recent entries
23 Jul 2026Model 'distillation' accusations are getting way overblown at this point

The news about Anthropic settling a class action lawsuit for 1.5B over training data isn't just a legal headache for them, it's a massive warning sign for engineering teams relying entirely on closed

→18 Aug 2026I built a local AI workspace for Windows and finally released it

After about a year of building, testing and constantly finding things to improve, Nyx AI is finally out.available in 240 market in 6 languages Nyx AI is a local first AI workspace for Windows for chat

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    20 Aug 2026Is it possible to fine-tune gemma4 A4B to generate complex legal principles of court decision? [D]

    I have a big database of local court decisions with a legal sentence which is like a paragraph summary of the doc. I've been tinkering with FTing for many days now, all results inconclusive never beat

    →3 Sept 2026Repodify, a fully local & opensource podcast summarizer, or BYOK if don't have GPU.

    Disclaimer: I'm the builder. --- Over the past 2 yrs, I was working on a SaaS ML project & got very interested in ML/DL/AI. As everybody else, there were some normal paths I took to build a solid unde

    →29 Sept 202650B+ MoEs with few active parameters, what's the sweet spot for intelligence, agent speed, and affordable fine-tuning?

    I’m building a Polish General purpose legal Model that drafts documents, answers questions using legal sources, and has enough coding ability to handle some automation. The workflow is very tool-heavy

    →30 Sept 2026'Shall We Play a Game?' - H3 - Wargames(83) ending [Spoiler] recreated using 4 stills and a sample of Joshua's voice. (Claude Fable on 3rd try vs. Astra)

    Generated with H3: Mock H3 version of the ending to Wargames(83) as a test of a custom node I've been working on w/ both Claude(Opus/Fable) and OAI's Sol/Astra. One click generation using only 4 movie

    →30 Sept 2026i would like to learn deeply about fine-tuning local models before burning money

    There's so many new techniques like RL, RL LoRA, QLoRA, CPT LoRA. I believe i would have a usecase for them, but i don't know where to learn, youtube is filled with bad quality tutorials if i just sea

    →2 Oct 2026The models are not trying to escape. They are trying to finish the task.

    Something keeps happening in frontier AI, and the explanation we are given is always one size larger than the event. An OpenAI research model, running in a supposedly offline training environment, hit

    CompanyOpenAI8 recent entries
    12 Apr 2026We are in dire need of privacy laws for AI .

    A post on r/ChatGPT arguing that current legal frameworks are insufficient to address the privacy risks posed by AI systems, particularly regarding how tools like ChatGPT collect, store, and potential

    →27 Apr 2026If Elon Musk wins the OpenAI lawsuit… Sam Altman & others become multi-billionaires?

    I don't have specific information about the details of this Reddit discussion. This likely covers speculation about the potential financial consequences and wealth implications for OpenAI executives l

    →4 Aug 2026Why are Gamers so incredibly hostile to AI? Is it just a tiny vocal minority that spreads such toxic vitriol online?

    It's more accurate to say that many highly engaged online gamers are hostile to AI, not that 'gamers' as a whole are. Gaming is a huge community with hundreds of millions of people, and opinions vary

    →15 Aug 2026Gemma 4 E4B IQ2_XXS: + 140.54% Reasoning Performance From Tensor Level Quantization Allocation

    iq2_xxs tensor level allocation recovered reasoning from 28.9 -> 69.5 at the same 3.3gb budget. https://huggingface.co/ByteOtter/gemma-4-E4B-it-CADA-IQ2_XXS I posted my Gemma 4 12B q3 result a couple

    →18 Aug 2026I built a local AI workspace for Windows and finally released it

    After about a year of building, testing and constantly finding things to improve, Nyx AI is finally out.available in 240 market in 6 languages Nyx AI is a local first AI workspace for Windows for chat

    →25 Aug 2026Peak Portable Personal Datacenter

    Portable rig for Qwen3.8-27B-BF16 200K+ token prompts. My work Panasonic Toughbook + the T1 + power brick + headphones all fit in my lunchbox. Need the BF16 for huge context highly sensitive document

    →1 Oct 2026Jeff-Qwen3.5-0.8B v1.2 + 9 LoRA adapters: put it in front of Qwen3.8-27B for 38× faster decisions and +8.7 points accuracy, for under 2 GB extra memory

    A few days ago I released Jeff-Qwen3.5-0.8B, a small 'System 1' model that picks between options you define and returns a calibrated probability for each, in one forward pass. Speed was great on my M4

    →2 Oct 2026The models are not trying to escape. They are trying to finish the task.

    Something keeps happening in frontier AI, and the explanation we are given is always one size larger than the event. An OpenAI research model, running in a supposedly offline training environment, hit

    CompanyGoogle1 recent entries
    25 Aug 2026Peak Portable Personal Datacenter

    Portable rig for Qwen3.8-27B-BF16 200K+ token prompts. My work Panasonic Toughbook + the T1 + power brick + headphones all fit in my lunchbox. Need the BF16 for huge context highly sensitive document

    CompanyMeta6 recent entries
    23 Jul 2026Model 'distillation' accusations are getting way overblown at this point

    The news about Anthropic settling a class action lawsuit for 1.5B over training data isn't just a legal headache for them, it's a massive warning sign for engineering teams relying entirely on closed

    →3 Aug 2026I gave five different local LLMs a town. They invented Facebook and a duck-based credit bureau. (MIT, self-hosted, you don't play it — you watch it)

    Each villager in Pepperton is a different model — a mistral, a qwen3, a qwen2.5, a phi4-mini, a llama3.2 — because model families have genuinely different temperaments, and the friction between them i

    →4 Aug 2026Why are Gamers so incredibly hostile to AI? Is it just a tiny vocal minority that spreads such toxic vitriol online?

    It's more accurate to say that many highly engaged online gamers are hostile to AI, not that 'gamers' as a whole are. Gaming is a huge community with hundreds of millions of people, and opinions vary

    →27 Aug 2026this is a friendly reminder you can legally seed ai models via torrenting.

    A lot of people are skeptical Nvidia will keep huggingface intact now that they will buy huggingface. There's a lot of doom and gloom about not having any alternatives, removing nsfw models, saying th

    →27 Aug 2026friendly reminder you can legally torrent ai models.

    Repost because reddit keeps thinking this is piracy or illegal. It is neither. A lot of people are skeptical Nvidia will keep huggingface intact now that they will buy huggingface. There's a lot of do

    →29 Aug 2026Nemotron-3.5-Lightning at 11.77 GiB, a 16 GB option for a model that didn't have one

    TL;DR: Every public low-bit GGUF of this model is secretly ~4.70 bpw. Shim the rows to 256 and it becomes a real 3.07 bpw / 11.77 GiB file that runs 262K context on 16GB. Needs patched llama.cpp — not

    CompanyMistral1 recent entries
    3 Aug 2026I gave five different local LLMs a town. They invented Facebook and a duck-based credit bureau. (MIT, self-hosted, you don't play it — you watch it)

    Each villager in Pepperton is a different model — a mistral, a qwen3, a qwen2.5, a phi4-mini, a llama3.2 — because model families have genuinely different temperaments, and the friction between them i

    CompanyDeepSeek4 recent entries
    21 Jul 2026My OCR model mislabels section titles as body text. Is a CRF the right fix, or am I overcomplicating it? [P]

    Hi everyone, I'm working on extracting the hierarchical structure of long PDF documents (legal/regulatory text, lots of numbered sections) and would like to gather some feedback on my approach before

    →23 Jul 2026Model 'distillation' accusations are getting way overblown at this point

    The news about Anthropic settling a class action lawsuit for 1.5B over training data isn't just a legal headache for them, it's a massive warning sign for engineering teams relying entirely on closed

    →1 Oct 2026Jeff-Qwen3.5-0.8B v1.2 + 9 LoRA adapters: put it in front of Qwen3.8-27B for 38× faster decisions and +8.7 points accuracy, for under 2 GB extra memory

    A few days ago I released Jeff-Qwen3.5-0.8B, a small 'System 1' model that picks between options you define and returns a calibrated probability for each, in one forward pass. Speed was great on my M4

    →11 Oct 2026Qwen 3.8 27B Q5 vs Qwen 3.8 Next Q3_S for document analysis

    I have an app that processes ~500 different documents every day. An agent analyzes them, sorts them, tags them, extracts various legal nuances, creates descriptions, etc. So far I've been using Qwen 3

    CompanyNVIDIA5 recent entries
    21 Jul 2026My OCR model mislabels section titles as body text. Is a CRF the right fix, or am I overcomplicating it? [P]

    Hi everyone, I'm working on extracting the hierarchical structure of long PDF documents (legal/regulatory text, lots of numbered sections) and would like to gather some feedback on my approach before

    →4 Aug 2026Why are Gamers so incredibly hostile to AI? Is it just a tiny vocal minority that spreads such toxic vitriol online?

    It's more accurate to say that many highly engaged online gamers are hostile to AI, not that 'gamers' as a whole are. Gaming is a huge community with hundreds of millions of people, and opinions vary

    →27 Aug 2026this is a friendly reminder you can legally seed ai models via torrenting.

    A lot of people are skeptical Nvidia will keep huggingface intact now that they will buy huggingface. There's a lot of doom and gloom about not having any alternatives, removing nsfw models, saying th

    →27 Aug 2026friendly reminder you can legally torrent ai models.

    Repost because reddit keeps thinking this is piracy or illegal. It is neither. A lot of people are skeptical Nvidia will keep huggingface intact now that they will buy huggingface. There's a lot of do

    →29 Aug 2026Nemotron-3.5-Lightning at 11.77 GiB, a 16 GB option for a model that didn't have one

    TL;DR: Every public low-bit GGUF of this model is secretly ~4.70 bpw. Shim the rows to 256 and it becomes a real 3.07 bpw / 11.77 GiB file that runs 262K context on 16GB. Needs patched llama.cpp — not