DeFactOfficial/humanizer-qwen3.6-27b-lora
Text Generation • 28B • Updated
Sam Rahimi PRO
DeFactOfficial
AI & ML interests
agents, RAG, search-enabled AI, chatbots, fact checking, AI journalism, multimodal pipelines
Recent Activity
updated a model 3 days ago
DeFactOfficial/humanizer-qwen3.6-27b-lora published a model 3 days ago
DeFactOfficial/humanizer-qwen3.6-27b-lora updated a Space 10 months ago
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Amazing!
#2 opened 10 months ago
by DeFactOfficial
liked 4
Spaces 10 months ago
liked a
Space 12 months ago
reacted to benhaotang's post with 🔥 over 1 year ago
Post
2579
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:
👉 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
If you don't want to pay OpenAI $200 to use or want to take control of your deep research, check out here:
👉 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
- 1 reply
minimum vram?
👍 1
11
#9 opened over 1 year ago
by 
CHNtentes
Advanced overview of the (Dynamic Prompt OR Dynamic links) function
6
#442 opened about 2 years ago
by 
philosopher-from-god
upvoted a collection over 1 year ago
liked a
Space over 1 year ago
updated a
Space over 1 year ago
replied to ajibawa-2023's post over 1 year ago
Is the data synthetic? Scraped? Mix?
reacted to ajibawa-2023's post with ❤️ over 1 year ago
Post
3957
New Dataset: Software-Architecture
Link: ajibawa-2023/Software-Architecture
I am releasing a Large Dataset covering topics related to Software-Architecture. This dataset consists of around 450,000 lines of data in jsonl.
I have included following topics:
Architectural Frameworks
Architectural Patterns for Reliability
Architectural Patterns for Scalability
Architectural Patterns
Architectural Quality Attributes
Architectural Testing
Architectural Views
Architectural Decision-Making
Advanced Research
Cloud-Based Architectures
Component-Based Architecture
Data Architecture
Emerging Trends
Event-Driven Architecture
Evolvability and Maintainability
Microservices and Monolithic
Microservices Architecture
Security Architecture
Service-Oriented Architecture
Software Design Principles
and Many More!
This dataset is useful in LLM development. Also those who are working on developing Software development related LLMs then this dataset can be useful.
This dataset is very useful to Researchers as well.
Link: ajibawa-2023/Software-Architecture
I am releasing a Large Dataset covering topics related to Software-Architecture. This dataset consists of around 450,000 lines of data in jsonl.
I have included following topics:
Architectural Frameworks
Architectural Patterns for Reliability
Architectural Patterns for Scalability
Architectural Patterns
Architectural Quality Attributes
Architectural Testing
Architectural Views
Architectural Decision-Making
Advanced Research
Cloud-Based Architectures
Component-Based Architecture
Data Architecture
Emerging Trends
Event-Driven Architecture
Evolvability and Maintainability
Microservices and Monolithic
Microservices Architecture
Security Architecture
Service-Oriented Architecture
Software Design Principles
and Many More!
This dataset is useful in LLM development. Also those who are working on developing Software development related LLMs then this dataset can be useful.
This dataset is very useful to Researchers as well.
- 4 replies
updated a
Space over 1 year ago