4. Ethical Considerations in the Use of LLMs: • Bias and fairness in language models.
• Privacy concerns.
• The impact of LLMs on job markets.
LLMS
-
Ethical Considerations in Large Language Models Use
By
–
-
GPT-4 Architecture, Improvements and Real-World Applications
By
–
3. Exploring GPT-4 and Its Capabilities: • Overview of GPT-4 architecture.
• Improvements over previous versions.
• Real-world applications and case studies. -
LLM Applications in Natural Language Processing Tasks
By
–
2. Applications of LLMs in Natural Language Processing: • Text generation.
• Language translation.
• Sentiment analysis.
• Chatbots and virtual assistants. -
Introduction to Large Language Models: What, How, History
By
–
1. Introduction to Large Language Models: • What are LLMs?
• How do they work?
• Historical development and key milestones. -
5 Blog Topics on Large Language Models and Applications
By
–
Writing a blog/article on large language models and their applications is the best way to work on the latest AI skills as well as share your expertise with others Here are the 5 topics to choose for your next AI blog
-
DoLa: New AI Decoding Method Reduces Hallucinations
By
–
DoLa was just merged in transformers! This new decoding method works by contrasting token logits between the final layer and earlier layers, with the premise that high level knowledge builds in top layers rather than the first ones. It significantly reduces hallucinations!
-
BigCodeBench Leaderboard: Code Model Performance Rankings
By
–
Here's the BigCodeBench leaderboard with the raw data (elo_mle) and more details about how it's calculated https://
huggingface.co/spaces/bigcode
/bigcodebench-leaderboard
… -
DeepSeek Coder V2 Matches Best Closed-Source Code Models
By
–
New chart with Code LLMs Based on the BigCodeBench Leaderboard, it shows the impressive performance of DeepSeek Coder V2 (236B, 21B active), which is on par with the best closed-source models. Personally, I've switched to Sonnet and I'm very happy with its code performance.
-
AI Hallucinations: How LLMs Generate Creative Misinformation
By
–
Wrote about extrinsic hallucinations during the July 4th break. https://
lilianweng.github.io/posts/2024-07-
07-hallucination/
… Here is what ChatGPT suggested as a fun tweet for the blog: Dive into the wild world of AI hallucinations! Discover how LLMs can conjure up some seriously creative (and sometimes -
Using ChatGPT to navigate the Innovator’s Dilemma
By
–
10/ The Innovator's Dilemma Prompt: "ChatGPT, how can [Your Company] navigate the Innovator's Dilemma by innovating while maintaining our current customer base?"