cognitivelab_ai's profile picture. Democratizing Generative AI

CognitiveLab

@cognitivelab_ai

Democratizing Generative AI

CognitiveLab reposted

Happy to share got a paper accepted at a neurips workshop This paper mainly tackles long context reasoning for multimodal models(vlms) with key focus citations and reasoning based re ranking got some good results with sft + rl(grpo) will put it on arxiv soon!

adithya_s_k's tweet image. Happy to share got a paper accepted at a neurips workshop

This paper mainly tackles long  context reasoning for multimodal models(vlms) with key focus citations and reasoning based re ranking got some good results with sft + rl(grpo) will put it on arxiv soon!

CognitiveLab reposted

evaluated LLama3 using indic_eval (github.com/adithya-s-k/in…) on English, Hindi and Kannada results are there on the Indic LLM Leader board huggingface.co/spaces/Cogniti… 👉🏼 It performs significantly better than LLama2 in most of the benchmarks. 👉🏼 In comparison to Gemma, it falls a…

It's going to be hard to adapt Llama3 for Indic languages, in my opinion. Here are a few reasons why: 👉🏼 The tokenizer used is TikToken-based, which is not really efficient in tokenizing Indic text despite having a vocabular size of 121k. 👉🏼 unlike sentence-piece based models,…

adithya_s_k's tweet image. It's going to be hard to adapt Llama3 for Indic languages, in my opinion.

Here are a few reasons why: 
👉🏼 The tokenizer used is TikToken-based, which is not really efficient in tokenizing Indic text despite having a vocabular size of 121k.
👉🏼 unlike sentence-piece based models,…
adithya_s_k's tweet image. It's going to be hard to adapt Llama3 for Indic languages, in my opinion.

Here are a few reasons why: 
👉🏼 The tokenizer used is TikToken-based, which is not really efficient in tokenizing Indic text despite having a vocabular size of 121k.
👉🏼 unlike sentence-piece based models,…


CognitiveLab reposted

Ever wondered how much it would cost to deploy an LLM (Llama2 or Mistral 7b) on AWS for production? I tested it out by deploying it myself, and I'll be sharing the details in an upcoming blog post. The cost comes to 💲1.5k per month. #aws #sagemaker #llms #llm #Mlops #llmops

adithya_s_k's tweet image. Ever wondered how much it would cost to deploy an LLM (Llama2 or Mistral 7b) on AWS for production?

I tested it out by deploying it myself, and I'll be sharing the details in an upcoming blog post.

The cost comes to 💲1.5k per month.
#aws #sagemaker #llms #llm #Mlops #llmops

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