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3d27

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How to evaluate multi-turn LLM chatbots

confident-ai.com
3 points·by 3d27·2 jaar geleden·0 comments

We wrote a comprehensive guide on LLM security

confident-ai.com
1 points·by 3d27·2 jaar geleden·0 comments

How to generate synthetic data using SOTA data evolution methods

confident-ai.com
1 points·by 3d27·2 jaar geleden·0 comments

How to build your own LLM evaluation framework

confident-ai.com
2 points·by 3d27·2 jaar geleden·0 comments

Overview of All Major LLM Benchmarks

confident-ai.com
1 points·by 3d27·2 jaar geleden·0 comments

I wrote an article about everything I know about LLM metrics

confident-ai.com
2 points·by 3d27·2 jaar geleden·1 comments

Best practices I learnt from helping health tech enterprise test LLMs

confident-ai.com
1 points·by 3d27·2 jaar geleden·0 comments

Am I too needy? From a data science perspective

medium.com
1 points·by 3d27·2 jaar geleden·1 comments

Best Practices for Unit Testing RAG Systems in Prod

confident-ai.com
4 points·by 3d27·2 jaar geleden·0 comments

Tried Apple's Vision Pros, would not recommend it

theverge.com
2 points·by 3d27·2 jaar geleden·0 comments

Everything I know about LLM evaluation metrics

confident-ai.com
7 points·by 3d27·2 jaar geleden·0 comments

Google 2024 Layoffs on a rolling-basis

1 points·by 3d27·2 jaar geleden·0 comments

Meta Going All in on GenAI

datacenterdynamics.com
3 points·by 3d27·2 jaar geleden·2 comments

I used QAG to implement an LLM text summarization evals

confident-ai.com
3 points·by 3d27·3 jaar geleden·0 comments

I found a way to code like Shakespear

shakespearelang.com
1 points·by 3d27·3 jaar geleden·1 comments

I implemented 12+ LLM evaluation metrics so you don't have to

old.reddit.com
4 points·by 3d27·3 jaar geleden·1 comments

AI Makes Commercial Masterpiece [video]

youtube.com
2 points·by 3d27·3 jaar geleden·0 comments

Show HN: I implemented evals metrics for LLMs that runs locally on your machine

github.com
22 points·by 3d27·3 jaar geleden·3 comments

Overcoming the biggest barrier to practical quantum computers

breakingdefense.com
1 points·by 3d27·3 jaar geleden·0 comments

Google's new model is good but the demo's not reproducible in Bard

boingboing.net
1 points·by 3d27·3 jaar geleden·0 comments

comments

3d27
·2 jaar geleden·discuss
Checkout this instead: https://github.com/confident-ai/deepeval

Also has native ragas implementation but supports all models.
3d27
·2 jaar geleden·discuss
This is great. I'm also building an LLM evaluation framework with all these benchmarks integrated in one place so anyone can go benchmark these new models on their local setup in under 10 lines of code. Hope someone finds this useful: https://github.com/confident-ai/deepeval
3d27
·2 jaar geleden·discuss
(found this interesting post on medium, this is not my original work)
3d27
·2 jaar geleden·discuss
There's a lot more in the evaluation space, including this one: https://github.com/confident-ai/deepeval
3d27
·2 jaar geleden·discuss
I'm just imagining Jensen Huang laughing in his sleep right now...
3d27
·3 jaar geleden·discuss
How did you calculate accuracy and bias?
3d27
·3 jaar geleden·discuss
The package I built is like a provider for 10+ different evaluation metrics that run both locally on your machine using models from hugging-face but also on the cloud IF you want more functionality.

If you want to evaluate a fine-tuned model, we have integrations with LM Harness and Stanford HELM coming out. If you want to evaluate a RAG application, we have 7+ metrics available for that.

You can also create your custom metrics using our interface!