As for differences:
1) "Personality" varies, you will likely find one more appealing than the others
2) Each has strengths and weaknesses. Claude 3 is a good write, Gemini Advanced a good explainer, GPT-4 is all around solid.
3) Features such as context windows, multimodal, etc.
LLMS
-
Comparing Claude 3, Gemini Advanced, and GPT-4 strengths
By
–
-
Claude 3: GPT-4 Class Model Performance Review
By
–
Yes, I was writing about Claude 3. I have had advanced access for a couple of days. It is a GPT-4 class model, both in benchmarks and in use. Better in some ways, worse in others.
-
Three GPT-4 Class LLMs Share Surprising Similarities
By
–
We now have three GPT-4 class LLMs. Their overlap is a bit surprising:
1) All the LLMs prompt in very similar ways. The minor variations will not matter to most folks
2) All three have roughly similar rates of hallucination, about similar things
3) They are all a little pedantic -
Claude Outperforms in Multimodal Graph Analysis Study
By
–
Multimodal & graphs: Looking at a set of four graphs from a study of law students & AI, Claude does by far the best, Gemini 1.5 does well, and GPT-4 has trouble with visual details, leading to some hallucinations. However, when asked to provide the means for the graph, all fail.
-
LangChain Open Source Roadmap: Agents, Structured Output, Streaming
By
–
March 2024 LangChain OSS Plans Sharing our open source roadmap for this upcoming month. Of particular focus – structured output, query analysis, agents, streaming, and documentation Would love any feedback and/or help! https://
github.com/langchain-ai/l
angchain/discussions/18547
… -
Microsoft compresses LLM model weights while maintaining quality
By
–
Honey, I compacted the AI model. Researchers at @Microsoft were able to train an LLM with model weights stored in a format that is a heck of a lot smaller than current LLMs while still achieving the same quality. They built on the BitNet work from MSFT last year that
-
Router Architecture for Multiple Image Generation Models
By
–
Maybe the future is multiple models. You prompt an image and a router decides the best AI image model for that prompt… Same concept as Mistral 8x7B or Mix of Experts but with image models…
-
Why GPT-4 Remains Competitive Against Claude 3 Gemini
By
–
How if GPT-4 still a top model? Claude 3 and Gemini Advanced do exceed it in some areas, but it is still pretty close Does it mean:
1) GPT-4 is as good as it gets (I suspect not)
2) OpenAI has The Secret
3) Everyone else stopped training when they beat GPT-4, better models soon -
Claude 3 vs GPT-4: Benchmark Performance Comparison Analysis
By
–
Useful to note that Claude 3 does not definitely surpass GPT-4 on benchmarks; which have improved over time since GPT-4’s release (Claude 3 compared itself only to the initial benchmarks). This matches my personal experience, its a GPT-4 class model, with some special strengths.
-
Claude AI introduces Snippets feature for prompt management
By
–
Also, Claude AI will get "Snippets" (a unique feature) where you can add prompt snippets and invoke them with "@" during the conversation with Claude.