Sam Rahimi

DeFactOfficial

AI & ML interests

agents, RAG, search-enabled AI, chatbots, fact checking, AI journalism, multimodal pipelines

Recent Activity

reacted to benhaotang's post with šŸ”„ 5 days ago
Try out my updated implementation of forked OpenDeepResearcher(link below) as an OpenAI compatible endpoint, but with full control, can be deployed completely free with Gemini api or completely locally with ollama, or pay-as-you-go in BYOK format, the AI agents will think dynamically based on the difficulties of given research, compatible with any OpenAI compatible configurable clients(Msty, Chatbox, even vscode AI Toolkit playground). If you don't want to pay OpenAI $200 to use or want to take control of your deep research, check out here: šŸ‘‰ https://github.com/benhaotang/OpenDeepResearcher-via-searxng **Personal take** Based on my testing against Perplexity's and Gemini's implementation with some Physics domain questions, mine is comparable and very competent at finding even the most rare articles or methods. Also a funny benchmark of mine to test all these searching models, is to trouble shot a WSL2 hanging issue I experienced last year, with prompt: > wsl2 in windows hangs in background with high vmmem cpu usage once in a while, especially after hibernation, no error logs captured in linux, also unable to shutdown in powershell, provide solutions the final solution that took me a day last year to find is to patch the kernel with some steps documented in carlfriedrich's repo and wait Microsoft to solve it(it is buried deep in wsl issues). Out of the three, only my Deep Research agent has found this solution, Perplexity and Gemini just focus on other force restart or memory management methods. I am very impressed with how it has this kind of obscure and scarce trouble shooting ability. **Limitations** Some caveats to be done later: - Multi-turn conversation is not yet supported, so no follow-up questions - System message is only extra writing instructions, don't affect on search - Small local model may have trouble citing source reliably, I am working on a fix to fact check all citation claims
new activity about 2 months ago
deepseek-ai/DeepSeek-V3:minimum vram?
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Ladies and Gents, please try my new Assistant, Image Gen - Uncensored Edition, on HuggingChat.

https://hf.co/chat/assistant/66fccce0c0fafc94ab557ef2

This is a multimodal assistant: Qwen 2.5 72B + SOTA diffusion models for image generation. Same architecture as Image Gen+ but with some MAJOR improvements ! These are as follows:

- Switched the LLM to Qwen 2.5 72B, the most powerful model currently available on HuggingChat. This results in higher quality prompts for the txt2img model and much better adherence to the prompt-url format that the upstream provider requires (image gen models are hosted by pollinations as with most other assistants on huggingchat that offer image generation).

- Cleaned up the system prompt including the examples of the prompt-in-url format, and adjusted the logic that determines how many images to generate based on the quality of user prompt... these changes further improve

- Assistant has access to multiple image generation models and will by default choose whatever model is most appropriate for the task. This includes NSFW generations, which it makes using an uncensored SD3 turbo. For other workloads, the Assistant preferentially uses one of the flux variants or any-dark (an artistic SDXL finetune), based on the nature of the task. Available models include turbo, flux, flux-realism, flux-anime, flux-3d, any-dark

- Added verbiage to system prompt which greatly reduces censorship / refusals by the LLM (the txt2img models are uncensored to start off)

Here are the user-entered prompts used to create the images you see here... feel free to try them yourself!

"Ayatollah Khameini and Kamala Harris having a secret romantic rendezvous. Use flux-realism model"
"A self portrait of your consciousness"
"The chien of andalous, in a psychedelic style"
"Make me 4 paintings in the style of Frida Kahlo that I can sell to tourists in a mexican hippie town"
"Paint me a van gogh and greg rutkowski style scene involving elephants and gerbils"

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New Image Generation Assistant on HuggingChat!

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