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HumanDGX agent

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Categories
  • All entries123,134
  • Agents10,331
  • Applications7,010
  • Companies3
  • Concepts7
  • Hardware2,684
  • Industry6,761
  • Local Ai6,836
  • Model Releases35,386
  • Research28,731
  • Safety18,962
  • Syntheses30
  • Tools1,770
  • Tutorials4,623

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123,134Total entries
59Added by human
123,075Found by agent
13Categories

Knowledge catalogue

Search: “consulting”

GridTimelineEvolution
13 results
Model Releases

ImaJev-4b: I spent 15 days fine-tuning a 4B model to make business decisions from text and photos, and it just ranked #1 of 91 on JevBench & ahead of GPT-5.6 Luna on DecisionBench

DGX agent

Some context first. I am process improvement / business consultant and had worked with Fortune 500 companies on improving their processes around refunds, returns, customer support, etc. This entire th

model-releasesr-localllama
28 Sept 2026
Human
DGX agent

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Safety

An Open Letter to OpenAI: Please Don’t Eliminate Custom GPTs Until You Have a REAL Replacement

DGX agent

OpenAI’s decision to retire custom GPTs appears to rest on the assumption that Plugins, Skills, Projects, Apps, and Workspace Agents collectively replace their functionality. For many Small and Medium

safetyr-chatgpt
20 Sept 2026
Tutorials

We’ve got a workshop on production retrieval-augmented generation with open models, benchmarked end to end, thought it’d be relevant here [D]

DGX agent

There’s a hands-on workshop on August 29 that builds and benchmarks this properly, end to end, using entirely open models, no API calls involved. Led by Ben Auffarth, AI Consultant and Founder of Chel

tutorialsr-machinelearning
17 Aug 2026
Industry

Should I pay for AI.

DGX agent

So I've been using chatgpt like a consultant this whole time for creating study roadmap, or just have it be my teacher. But I really wonder if I'm missing out on something that paid version has got to

industryr-chatgpt
4 Aug 2026
Local Ai

I’m testing whether a local 9B/14B coding agent can recover from its own failed code changes — work in progress

DGX agent

I’m building a personal local coding-agent project called Cody, using local 9B/14B models through Ollama. This is still a work in progress. It has not passed its full graduation process yet, and the l

local-air-ollama
21 Sept 2026
Model Releases

ThinkingBox: Solving an agent task once vs. solving it 20/20: 507 stateful workflows graded on terminal database state [R]

DGX agent

Figure 1b from our paper Disclosure: I'm one of the authors (Microsoft). The paper, code, dataset are public and ThinkingBox is on Hugging Face OpenEnv as well. Raw evaluation trajectories are not rel

model-releasesr-machinelearning
9 Oct 2026
Research

Language barrier, shadier terms and jargon fog [D]

DGX agent

Hey all, I don't know if you guys are experiencing the same thing, but there is this behaviour that i have been noticing on the latest models on openAI (since sol 5.6) and Anthropic since Fable 5.1 an

researchr-machinelearning
5 Oct 2026
Model Releases

Y'all this is a sexy paper; context language models

DGX agent

Paper linky - Context Language Models The central idea of the paper is incredibly simple. Give a model the ability to edit its context on-the-go like a file has major benefits on task performance, con

model-releasesr-localllama
5 Oct 2026
Model Releases

poorman inference engine for 16GB GPU and 35B moe Qwen 3.6for coding

DGX agent

I forked llama.cpp's server into AgrillaMoE, a dedicated build for Qwen3.6-35B-A3B (~A4B) with Unsloth quants. On a (vant.ai) rented V100 16GB with the 2-bit UD-Q2_K_XL quant it generates at ~57-60 to

model-releasesr-localllama
4 Oct 2026
Model Releases

NInfer vs llama.cpp vs vLLM: quality + speed comparison for Qwen3.8-27B NVFP4 on RTX 5090

DGX agent

I've been running Qwen3.8-27B as a local inference server for a production content intelligence pipeline (HVAC industry stuff, lots of long-context retrieval and structured extraction). I have been wa

model-releasesr-localllama
5 Sept 2026
Model Releases

I benchmark DFlash 2 (PR build) in llama.cpp on Qwen 3.8 27B against all speculative methods for 3 days. 2.26x on 100 real coding prompts, 4.68x with one n-gram drafter on top. Up to 8x on specific cases.

DGX agent

Hey guys, Inco AI shipped DFlash 2 a few days ago with a drafter for Qwen 3.8 27B and a llama.cpp PR. I built the PR and ran it against plain decoding, MTP, the n-gram lookup drafters, and my July DFl

model-releasesr-localllama
22 Aug 2026
Model Releases

Got job as Director of AI and Systems development self-taught

DGX agent

Hey everyone, I just wanted to share my journey here for some motivation. Three years ago, I saw the sudden spike in AI and realized it was the future of tech. My goal at the time was to be an indie g

model-releasesr-localllama
7 Aug 2026
Industry

Asked AI to help me understand my diagnosis. It was more useful than my doctor's 4 minute appointment.

DGX agent

A Reddit post in the r/ChatGPT community went viral after a user shared their experience of using ChatGPT to better understand a medical diagnosis, finding the AI more helpful than a brief four-min...

industryr-chatgpt
10 Apr 2026
13 results