Jehill ParikhKey technologies for fine tuning LLMAttention based transformers are basic build blocks generative pretraining (GPT), and to achieve state of art performance. Increasing the…·5 min read·Jun 20, 2023----
Jehill ParikhRLHF: Alignment: Key components of ChatGPTChat-GPT has been recently quite a popular AI model from openAI, with other AI firm’s announcing their own versions of similar projects…·13 min read·Mar 31, 2023----
Jehill ParikhView Synthesis and NeRF starterNeural Radiance Fields (NeRF) is the SOTA model approach to obtain view of an scene, for this purpose a 5 dimension dataset which consists…·3 min read·Jan 25, 2023----
Jehill ParikhContrastive Language–Image Pre-training (CLIP): Basic ImplementationContrastive Language–Image Pre-training (CLIP) is SOTA model published by openAI team who are now providing·2 min read·Jan 9, 2023----
Jehill ParikhU-Nets with attentionU-Net are popular NN architecture which are employed for many applications and were initially developed for medical image segmentation.·2 min read·Nov 15, 2022----
Jehill ParikhDiffusion Models: An overviewDiffusion modelling framework have been applied for image synthesis and form the basis of current SOTA models such as DALL-E from openAI…·9 min read·Jun 17, 2022----
Jehill ParikhUnderstanding Diffusion models: Optimization ObjectiveDiffusion models are recent state-of-art models (SOTA) employed for generating images via text prompts. The loss function of diffusion…·7 min read·May 22, 2022----
Jehill ParikhBayesian Optimization: A quick noteIn recent years the need for Automated “ Auto-ML” approaches has gained lot of interest, mainly to move away from hand-tuning of the…·2 min read·Jun 17, 2021----
Jehill ParikhDeep-Info Max Tensorflow: Keras ImplementationSelf-supervised representation learning·5 min read·Oct 7, 2020----
Jehill ParikhTowards Autonomous MR imaging using world modelsMR imaging is a powerful and diverse imaging technique employed to investigate and diagnose a range of diseases in different body areas…·7 min read·Aug 27, 2020----