DaertML

DaertML's Stars

• DaertML/dato_curado

  Repository meant for LLM data curation pipelines.

  Language:Python1

• DaertML/neurons.py

  The same goal as neurons.c but in python; cuz "damn C got hands"

  Language:Python1

• DaertML/neurons.c

  Collection of C codes to run different types of neural nets in plain C.

  Language:C1

• DaertML/svm_textgen

  Repository for experimenting with Support Vector Machines for text generation

  Language:Python2

• DaertML/context_distillation

  Framework to achieve context distillation in LLMs

  Language:Python112

• DaertML/llm_alignment

  Repository for code and discussions on how to align LLMs and other findings

  1

• DaertML/train_llm_multinode

  Repository for developing scripts for LLM training in a GPU cluster (multiple nodes).

  Language:Python1

• DaertML/som_textgen

  Repository for experimenting with Self Organizing Maps (SOMs) for text generation

  Language:Python2

• DaertML/fatkernels

  Collection of fat kernels for deep learning writen in triton

  Language:Python2

• DaertML/llm_eval

  Repository meant for a framework to evaluate LLM generations and generate prompts synthetically using metaprompts

  Language:Python2

• DaertML/llm_ctx_win_eval

  Framework to evaluate the Context Window of LLMs

  Language:Python1

• DaertML/daert-stack

  Stack to deploy LLM based applications in production

  1

• DaertML/langshell

  Bringing together the LLMs ecosystem with the Unix shell philosophy and tools.

  Language:Python1

• DaertML/open_alphacode2

  Repository for an Open Source implementation of AlphaCode 2 from Google Deepmind. Check the video series: https://www.youtube.com/watch?v=NHKI2L9lqyI

  Language:Python2

• DaertML/what_is_next_for_llms

  This repo serves as a space for posting on future trends that we are exploring.

  2

• DaertML/train_llama2

  Repository with code to support the tutorial on the Daert Academy: https://www.youtube.com/watch?v=0Kc2g9GmJYY&t=1091s

  Language:Python41

• DaertML/bfn_textgen

  Repository for experimenting with Bayesian Flow Networks for text generation

  Language:Python3

• DaertML/bert_prompt_engineering

  Repository to develop great prompt engineering techniques for BERT models

  3

• DaertML/bert_has_a_mouth

  Repository to experiment with the possibility of generating text with BERT models

  5

• DaertML/llms_are_trained_cpus

  Repository to experiment with LLMs as if they were CPUs by training and testing them with different embeddings

  2

• DaertML/daert-agents

  Repository with independent LLM based agents to perform tasks given by a prompt.

  Language:Python6

• DaertML/scratchml

  Machine Learning and Deep Learning framework developed from scratch in Python.

  Language:Python4

• DaertML/tinyformer

  Code to run inference of Transformer models without any Python dependency, and in a simple manner

  Language:Python8