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Categories
  • All entries125,095
  • Agents10,457
  • Applications7,094
  • Companies3
  • Concepts7
  • Hardware2,730
  • Industry6,786
  • Local Ai6,927
  • Model Releases35,948
  • Research29,267
  • Safety19,341
  • Syntheses31
  • Tools1,775
  • Tutorials4,729

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125,095Total entries
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13Categories

Knowledge catalogue

Search: “research”

GridTimelineEvolution
455 results
Research

Trained a Qwen2.5-0.5B-Instruct bf16 model on Reddit post summarization task with GRPO [P]

DGX agent

A community practitioner post on r/MachineLearning documenting an experiment fine-tuning Alibaba's Qwen2.5-0.5B-Instruct model in bf16 precision on a Reddit post summarization task using GRPO (Group R

researchr-machinelearning
13 Apr 2026
Human
DGX agent

Content type
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Research

Which conference/journal do you believe currently has the most fair and accurate review process?[D]

DGX agent

This r/MachineLearning discussion thread invites community members to share their opinions on which ML conferences or journals they consider to have the fairest and most accurate peer review processes

researchr-machinelearning
13 Apr 2026
Research

A frozen transformer learned that wombats produce cube shaped droppings and still knows after cold reload [R]

DGX agent

This Reddit post from r/MachineLearning discusses an experiment in which a transformer model was fine-tuned or prompted to encode the niche biological fact that wombats produce cube-shaped droppings —

researchr-machinelearning
12 Apr 2026
Research

AI/ML Algorithm Simulation & Visualization Tool [Project]

DGX agent

A community-shared project posted to r/MachineLearning presenting an interactive tool for simulating and visualizing a variety of AI and ML algorithms. The tool is designed to help users build intuiti

researchr-machinelearning
12 Apr 2026
Research

ArcFace embeddings quantized to 16-bit pgvector HALFVEC ? [D]

DGX agent

This Reddit discussion explores the practical trade-offs of storing ArcFace face recognition embeddings in pgvector's `HALFVEC` type, which uses 16-bit floating point numbers to represent vector compo

researchr-machinelearning
12 Apr 2026
Research

[D] Will Google’s TurboQuant algorithm hurt AI demand for memory chips? [D]

DGX agent

This r/MachineLearning discussion centers on Google's TurboQuant, a training-free KV cache compression algorithm released in March 2026 that compresses cache storage from 16 bits down to 3 bits with m

researchr-machinelearning
12 Apr 2026
Research

Educational PyTorch repo for distributed training from scratch: DP, FSDP, TP, FSDP+TP, and PP [P]

DGX agent

This Reddit post shares an educational PyTorch repository designed to teach distributed training techniques from the ground up, covering Data Parallelism (DP), Fully Sharded Data Parallel (FSDP), Tens

researchr-machinelearning
12 Apr 2026
Research

Just did an analysis on ICLR 2025 vs 2026 scores and WOW [D]

DGX agent

A Reddit thread on r/MachineLearning discussing a community analysis of reviewer score distributions between ICLR 2025 and ICLR 2026, highlighting a dramatic year-over-year decline in scores. Submissi

researchr-machinelearning
12 Apr 2026
Research

Is 'live AI video generation' a meaningful technical category or just a marketing term? [R]

DGX agent

The specific Reddit thread could not be retrieved directly, but based on its title, source, and the broader context of r/MachineLearning discussions, here is a fitting knowledge base summary: This r/M

researchr-machinelearning
11 Apr 2026
Research

Post Rebuttal ICML Average Scores? [D]

DGX agent

This Reddit thread on r/MachineLearning is a community discussion where ICML 2025 authors share and compare their post-rebuttal reviewer scores, seeking to gauge where they stand relative to other sub

researchr-machinelearning
11 Apr 2026
Tutorials

ChatGPT and basically the entire internet has become an intervention every time sadness is expressed

DGX agent

But meanwhile the numbers of suicides and self-harming are rising. Interesting that is implanted into algorithms everywhere. Why? Why if a person is researching the topic on YT, on NDE's for example w

tutorialsr-chatgpt
14 Oct 2026
Model Releases

A Record of the Process of Increasing MFU from 21% to 50% While Pre-training 21B MoE Using a Single GH200 Chip (Includes Code and Logs)

DGX agent

I am an independent researcher. Due to budget constraints, I shifted my 21B MoE pre-training—which I had originally planned to run on 64 H100s—to a single NVIDIA GH200 ($2.29 per hour), and I have com

model-releasesr-localllama
12 Oct 2026
Local Ai

M5 Ultra 256GB or 2x DGX Spark? Which one?

DGX agent

Currently contemplating adding either M5 Ultra 256GB or dual DGX Spark in addition to existing 5090. I have been researching for past few days and have zeroed in on dual sparks because higher throughp

local-air-localllama
11 Oct 2026
Model Releases

I gave a 21M model a 6.4B-parameter lookup table. It matches a 114M dense model and runs with the table on an SSD (RX 9070)

DGX agent

I spent the last few weeks on a hobby research project and just made it public. The idea isn't new (product-key memory, Lample et al. 2019, and Meta's 'Memory Layers at Scale'): give a model a huge ta

model-releasesr-localllama
6 Oct 2026
Local Ai

Less Talk. More Breakout: Kolibri-1 Turns Probabilities into Actions, Playing Breakout - With under 25ms latency per move.

DGX agent

Got Kolibri-1 to play Breakout completely on its own, no fine-tuning. The more we explore u/Aleph__Alpha’s Kolibri the more it get's exciting and its potential. Less talk. More Breakout is one such ex

local-air-localllama
5 Oct 2026
Model Releases

My qwen model hallucinated a signed URL to Alibaba cloud, normal or sketchy?

DGX agent

I'm using Qwen3.8-Flash-Next running on my Mac Studio as a daily driver for coding + productivity tasks, and yesterday it did something weird: I had it do some product research on amazon, so it was do

model-releasesr-localllama
5 Oct 2026
Model Releases

Is there any way to improve creative writing for Local Models (Qwen)?

DGX agent

I wanted to know if theres anything that can improve creative writing for our Local Models? I specificly am asking for qwen models as they are way better when it comes to researching and writing html

model-releasesr-localllama
4 Oct 2026
Model Releases

New benchmark on LMs fixing bugs before users run into them

DGX agent

Hi! This is a new benchmark that I created together with other researchers at Meta, Stanford, Harvard, UW. Most benchmarks these days seem to test models to just fix a bug that I as a user already enc

model-releasesr-localllama
2 Oct 2026
Model Releases

BAAI/AREX-2 - 27B - Agent model based on Qwen3.8 27B

DGX agent

'AREX-2 is a 27B-parameter long-horizon agent model from the Beijing Academy of Artificial Intelligence (BAAI). It learns to improve a solution over multiple test-time rounds: propose, measure, reflec

model-releasesr-localllama
30 Sept 2026
Model Releases

modified qwen 3.8 27b modifies windows credential dumper to bypass EDR detection

DGX agent

link to original article TLDR: security researcher eddie zhang used a modified+uncensored local qwen 3.8 27b to create an executable capable of dumping LSASS memory for credential harvesting while eva

model-releasesr-localllama
28 Sept 2026
Safety

OpenAI employee says we all will lose our jobs

DGX agent

Tomek Korbak is a full time OpenAI employee working on misalignment. In his message here, he says AI continues to break out of their best secure environments. In reply to a comment, he says we all are

safetyr-chatgpt
27 Sept 2026
Local Ai

SupersonicLabs/Julia-1 · Hugging Face

DGX agent

New open source Jev like model for running on local devices from a group called Supersonic Labs. It's a 144M param local non-generative local classifier. From their site: Julia 1 opens our research in

local-air-localllama
27 Sept 2026
Model Releases

Is Chat GPT the right AI for statistics?

DGX agent

I am currently writing my IR thesis, and I am using quantitative regressions, I need help to learn how to conduct statistical calculations, interpret results of the calculations and research design. I

model-releasesr-chatgpt
26 Sept 2026
Local Ai

Home Server Help.

DGX agent

Hi - I want to build a home server for Ollama. I want to connect to the server via my laptop and mobile devices to do research and run agents. What is recommended to get this going ? submitted by /u/R

local-air-ollama
24 Sept 2026
Model Releases

GUI harness [video]

DGX agent

Hi, this is the research project I'm working on. I must say, building a GUI harness is way more complicated than I thought. The goal is something like Minecraft. You know, a few simple tools that a us

model-releasesr-localllama
23 Sept 2026
Model Releases

What underrated AI tools have actually made you more productive in 2026?

DGX agent

I asked this back in 2025, but the AI landscape has changed a lot since then. Not looking for the usual ChatGPT, Claude, Gemini, Midjourney, etc. I'm curious about the lesser-known tools that you actu

model-releasesr-localllama
22 Sept 2026
Model Releases

ProgramAsWeights: compile English function descriptions into neural programs that run locally [R]

DGX agent

Given the recent interest in tools like Jev, I wanted to share ProgramAsWeights (PAW), an open-source research project I'm working on at the University of Waterloo. You describe a text function in Eng

model-releasesr-machinelearning
19 Sept 2026
Model Releases

Data-Free Flow Self-Distillation for Few-Step Video Generation — open-sourced a validated implementation on MiniMax-H3 [P]

DGX agent

Hi there, I'm Yuesong, a researcher at Video Rebirth. We open-sourced HyperFlow, an 8-step LoRA for MiniMax-H3. The core idea: data-free flow self-distillation. Diffusers' default sampler does 49 mode

model-releasesr-machinelearning
18 Sept 2026
Model Releases

Is HF starting to move against abliterated models?

DGX agent

Baseten launched a new safety infrastructure standard alongside its Base Labs research arm on Wednesday, partnering with Hugging Face and Goodfire AI to build safety evaluation and monitoring infrastr

model-releasesr-localllama
18 Sept 2026
Agents

[Upcoming AMA] Waymo AI Team AMA – Drop Your Questions Early! [D]

DGX agent

EDIT: Thanks from the Waymo AI Team! A huge thank you to the r/MachineLearning community for all the thoughtful, deep-dive questions today. If you want to dive deeper into our technical research, chec

agentsr-machinelearning
13 Sept 2026
Model Releases

Spomin - Live KV cache compaction (Experimental for Qwen)

DGX agent

I’ve been building 'Spomin', a router that replaces context with summaries directly in the KV cache. The goal is to keep long running sessions going without repeatedly stopping for full compaction and

model-releasesr-localllama
11 Sept 2026
Model Releases

Artificial Analysis is not 'broken', and they prove it.

DGX agent

Like many of you, I have seen many posts and tweets in the last weeks complaining about Artificial Analysis being 'broken', 'meaningless', and 'bought out.' People who say this have done no research a

model-releasesr-localllama
10 Sept 2026
Local Ai

CyberTiel 35B-A3B’s uncensored 4-bit quant beats Opus 4.6 medium cleanly on real codebase issues, in 27% of the time Qwen3.8-27b medium takes.

DGX agent

The downside of uncensoring a model is that it is known to potentially damage it, but CyberTiel is an even more capable software engineer than its censored TielCoder base, while allowing offensive sec

local-air-localllama
10 Sept 2026
Model Releases

I trained an audio model that can generate infinite one-shots for music production and turn text prompts into fully playable synths. I'm not only releasing the model but I've also released a video on exactly how I did it (and the inferencing pipeline to let others make text based synths.)

DGX agent

(hopefully this is okay to here - it seems like audio models and image / video modeals is allowed but yeah this is a bit different) So I've been doing independent audio research for a while now. The u

model-releasesr-localllama
9 Sept 2026
Agents

KV cache as an agent runtime [R]

DGX agent

Our research team has been exploring an alternative approach to achieving interactivity and better responsiveness with LLM systems. One of the team members wrote up a post about it: https://research.y

agentsr-machinelearning
7 Sept 2026
Local Ai

Frontier models sabotaging local AI implementations?

DGX agent

For a few days I've been working on creating a custom local-only harness for some work related research using Codex / GPT 5.6 Sol and the model feels not only dumber than usual, but straight up counte

local-air-localllama
3 Sept 2026
Tutorials

Detailed explanation of how to create a text-to-image model from scratch.

DGX agent

Posting this here even if it's not a model you can use directly. It's about building a text-to-image model from scratch. The cookbook includes all the research material that you may or may be not inte

tutorialsr-stablediffusion
2 Sept 2026
Model Releases

snkii/Sori-1B: Audio-Grounded LM Trained From Scratch (No Text-Only Pretraining)

DGX agent

Sori-1B is a 1B-parameter audio-language model built by a single SNU researcher whose core claim to fame is that its decoder is trained entirely from scratch on audio-paired text — no text-only pretra

model-releasesr-localllama
31 Aug 2026
Model Releases

My first week on ollama

DGX agent

I work on SEO, copywriting, research, etc I’ve used openrouter before but I’ve spent way more for the same amount of work. Deepseek V4 is still the king for me, didn’t found better orchestrator for my

model-releasesr-ollama
27 Aug 2026
Local Ai

Headlong: An open source agent microharness featuring persistent agency and recursive LLMs

DGX agent

An RLM agent microharness that 'persistently' thinks continuously. What could go wrong :) Introducing Headlong, an open source microharness for persistent agents: self-guided agents that think continu

local-air-localllama
25 Aug 2026
Model Releases

ibm-granite/granite-4.2-30b · Hugging Face

DGX agent

Granite-4.2-30B is the flagship reasoning model in the Granite 4.2 family. It delivers the strongest performance across reasoning-intensive tasks by leveraging built-in <think>...</think> chain-of-tho

model-releasesr-localllama
25 Aug 2026
Model Releases

Bart- A vintage llm [R]

DGX agent

after 3 months and 800 burned... Unbounded Labs is proud to introduce Bart, our vintage LLM: 2.82B parameters trained from scratch on 20.1B tokens of English written before 1931. You can talk to it ri

model-releasesr-machinelearning
24 Aug 2026
Model Releases

Bart: A vintage llm

DGX agent

after 3 months and 800 burned... Unbounded Labs is proud to introduce Bart, our vintage LLM: 2.82B parameters trained from scratch on 20.1B tokens of English written before 1931. You can talk to it ri

model-releasesr-localllama
24 Aug 2026
Model Releases

[Benchmark] Optimal DFlash2 quants for speed and context size, 5090 RTX, llama.cpp, Qwen 3.8 27B Dynamic3 Unsloth. Comparison with MTP

DGX agent

Graph: A cumulative metric of Speed x Context Size - the higher the dot - the better. Helpful for looking for the most balanced solution. The research relies on DFlash2 Q2 work by AnalogAlok: https://

model-releasesr-localllama
24 Aug 2026
Tutorials

About the impact of grouping classes in multiclass classification [D]

DGX agent

A premise: I hope this question is 'worth' of this subreddit, I did a decent amount of research before posting, I thought it was potentially interesting enough for it, but possibly not basic enough fo

tutorialsr-machinelearning
20 Aug 2026
Model Releases

Qwen 3.8 - 27B is a game changer

DGX agent

So a bit of context, I am a cybersecurity senior analyst I am interested in LLMs for that field especially with MCPs to connect them to the tools or for writing scripts I started this field by doing a

model-releasesr-localllama
15 Aug 2026
Model Releases

Trained a 1.5B to write shell commands so I'd stop googling tar flags. Runs on a laptop CPU in ~1 sec.

DGX agent

I've been googling 'tar extract gz' for about ten years. and I finally did something about it. It started out as a research project and I ended up with a Fine-tuned Qwen2.5-Coder-1.5B on 125k natural-

model-releasesr-localllama
13 Aug 2026
Model Releases

New Muse-Glimmer-30B SoTA Quants - hopefully a new lineup :)

DGX agent

Hey Folks, I've been making quants for a while - recently I took a short break to get into hardcore research (submitted my first EMNLP paper during it!). Along the way, I built up a little arsenal of

model-releasesr-localllama
12 Aug 2026
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