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The Cerebros package is an ultra-precise Neural Architecture Search (NAS) / AutoML that is intended to much more closely mimic biological neurons than conventional neural network architecture strategi...

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Duplicative import: https://github.com/david-thrower/cerebros-core-algorithm-alpha/blob/main/phishing_email_detection_gpt2.py line 190, 191 ` from transformers import AutoTokenizer import tensorflow as tf `

status/ready-pending-tests
audience/technical
triage/low-priority
kind/performance

Add the table in the PR and release for #172 to readme.md and a good explanation of how we scale in O(n) timing with sequence length to practically unlimited length.

kind/documentation
traige/good first issue
triage/high-priority

# Complete this ... ## The code thus far ```python3 # Hard set these 2 params and do separate studies on each MINIMUM_LEVELS = 2 MAXIMUM_LEVELS = 2 NAMESPACE =...

triage/help wanted
triage/high-priority
kind/validation
audience/technical
kind/performance
kind/cicd

Upgrade Scikit learn.

status/on-hold
close/do-not-merge

Working from #156 ... ## It appears the positional embedding addition to the embedding model was a winner. GRUs alone deterriorated performance. LayerNorm dis as well. We have shown that...

1. Add a demo of our generative LLM. 2. Clean up the directory / folder structure.

Add the Jupyter notebook of the workflow after merge in #277 and test that it works from the main branch. [train_an_llm_with_cerebros(3).ipynb](https://github.com/user-attachments/files/23657223/train_an_llm_with_cerebros.3.ipynb)

kind/documentation
triage/unresolved-predecessors
audience/technical
triage/intermediate-priotrity
kind/demo

## TLDR Branch 275 is functional and would be ready to merge, however, the Stage I-b is getting a less desirable Perplexity score. # Tasks ## From #275 try these...

kind/enhancement
status/ready-pending-tests
triage/high-priority
kind/validation
audience/technical
kind/text-generative-ai

# TLDR The root directory and other directories in this need to be de - cluttered. This may be confusing for users and could be down-rating the repo in the...

# Branch for demonstration of CICD workflows only, **do not merge** - A client desires a demo of the text generation workflow - This will trigger the workflow for demo...

no-merge/demo-of-workflows