Search found 64 matches: phi

Searched query: phi

by Antonio Linares
Thu Nov 21, 2024 6:20 am
Forum: latest AI news
Topic: Introducing Galaxy
Replies: 1
Views: 2273

Re: Introducing Galaxy

... de las galaxias y su enfoque en la modelación de sistemas complejos y adaptativos.
Key Components:Core Components: Introduce la Proporción Áurea (PHI), el límite de conexiones (MAX_CONNECTIONS) y la estructura del nodo (GalacticNode).
Node Structure: GalacticNode: Detalla los atributos y funciones ...
by Antonio Linares
Thu Nov 21, 2024 5:38 am
Forum: latest AI news
Topic: Introducing Galaxy
Replies: 1
Views: 2273

Introducing Galaxy

... goal is to model complex, adaptive, and hierarchical systems through interconnected nodes and natural mathematical patterns like the Golden Ratio (PHI) and Fibonacci sequences. The language provides an intuitive framework for creating interconnected networks that evolve over time, making it an ...
by Antonio Linares
Mon Jan 29, 2024 6:14 am
Forum: Artificial Intelligence
Topic: more GGUF Model
Replies: 1
Views: 1559

Re: more GGUF Model

... on your own CPU and GPU. AI gets it best speed using nvidia GPU. Also enough RAM is required for very large GGUF files.

We do recommend "Microsoft/phi-2" and also "TinyLlama/TinyLlama-1.1B-Chat-v1.0" for low hardware requirements. You can find most GGUFs at https://huggingface.co/
Recently an ...
by Antonio Linares
Sat Jan 20, 2024 9:12 am
Forum: FiveWin for Harbour/xHarbour
Topic: Steps to integrate AI
Replies: 4
Views: 865

Steps to integrate AI

Dear Leandro,

The first step is to create a dataset with questions and answers to train (fine tune) a base model such as Microsoft phi-2, TinyLlama, etc.

Once trained, a GGUF file is generated, which can be used with FWH using the llama64.dll.

This is the free and private way. The commercial way ...
by Antonio Linares
Sat Jan 20, 2024 9:09 am
Forum: FiveWin para Harbour/xHarbour
Topic: Pasos para integrar la IA
Replies: 1
Views: 480

Re: Pasos para integrar la IA

... Lo primero es crear un conjunto de datos (dataset) con preguntas y respuestas, con las que entrenar (fine tune) un modelo base como Microsoft phi-2, TinyLlama, etc

Una vez entrenado, se genera un fichero GGUF que puede ya ser usado desde FWH usando llama64.dll

Esta es la vía gratuita y ...
by Antonio Linares
Thu Jan 18, 2024 6:47 am
Forum: FiveWin for Harbour/xHarbour
Topic: Fine tune Phi2 from Microsoft with your own data
Replies: 11
Views: 2383

Re: Fine tune Phi2 from Microsoft with your own data

https://www.kaggle.com/code/lucamassaron/fine-tune-phi-2-for-sentiment-analysis

https://medium.com/@yernenip/optimizing-phi-2-a-deep-dive-into-fine-tuning-small-language-models-9d545ac90a99

https://medium.aiplanet.com/fine-tune-small-model-micphi-2-to-convert-natural-language-to-sql ...
by Antonio Linares
Wed Jan 17, 2024 10:48 am
Forum: FiveWin for Harbour/xHarbour
Topic: Fine tune Phi2 from Microsoft with your own data
Replies: 11
Views: 2383

Re: Fine tune Phi2 from Microsoft with your own data

loading an extra trained layer to the base model Phi-2, based on:
https://medium.com/@nimritakoul01/finetuning-microsoft-phi-2-small-language-model-on-veggo-dataset-using-qlora-8bcf70ab625e

!pip install accelerate==0.25.0
!pip install bitsandbytes==0.41.1
!pip install datasets==2.14.6
!pip install ...
by Antonio Linares
Mon Jan 15, 2024 7:55 am
Forum: FiveWin for Harbour/xHarbour
Topic: Fine tune Phi2 from Microsoft with your own data
Replies: 11
Views: 2383

Re: Fine tune Phi2 from Microsoft with your own data

https://medium.com/@nimritakoul01/finetuning-microsoft-phi-2-small-language-model-on-veggo-dataset-using-qlora-8bcf70ab625e

Tested on Google Colab T4

go.bat
pip install accelerate==0.25.0
pip install bitsandbytes==0.41.1
pip install datasets==2.14.6
pip install peft==0.6.2
pip install ...
by Antonio Linares
Mon Jan 15, 2024 6:09 am
Forum: FiveWin for Harbour/xHarbour
Topic: Fine tune Phi2 from Microsoft with your own data
Replies: 11
Views: 2383

Re: Fine tune Phi2 from Microsoft with your own data

https://medium.com/@mohamedahmedkrichen/a-comprehensive-guide-to-fine-tuning-the-microsoft-phi-2-model-free-notebook-52a4b5e486aa

go.bat
!pip install einops
!pip install peft
!pip install trl
!pip install bitsandbytes
!pip install datasets==2.16
run.py
import os
from dataclasses import dataclass ...
by Rick Lipkin
Mon Jan 01, 2024 9:34 pm
Forum: FiveWin for Harbour/xHarbour
Topic: blocked from Malwarebytes: Using Microsoft AI Phi-2 from FWH
Replies: 2
Views: 587

Re: blocked from Malwarebytes: Using Microsoft AI Phi-2 from FWH

To All

Malwarebytes and McAffee are both slow and many times comes bundled with other software ... Mcaffee even can be delivered via a malware web site saying your subscription is ended and to pay to get the latest ver ..

Not what I would call legitimate software ... Microsoft Defender that comes ...
by Otto
Sat Dec 30, 2023 11:27 am
Forum: FiveWin for Harbour/xHarbour
Topic: blocked from Malwarebytes: Using Microsoft AI Phi-2 from FWH
Replies: 2
Views: 587

blocked from Malwarebytes: Using Microsoft AI Phi-2 from FWH

Dear Antonio,
It's probably a false alarm, but I'm reporting it just in case.
Best regards,
Otto
From: uploaddeimagines.com.br
by Enrico Maria Giordano
Sat Dec 30, 2023 9:07 am
Forum: FiveWin for Harbour/xHarbour
Topic: Using Microsoft AI Phi-2 from FWH
Replies: 51
Views: 14231

Re: Using Microsoft AI Phi-2 from FWH

As I already wrote at the beginning of this thread, use LONGLONG instead of HB_LONGLONG.
by Antonio Linares
Sat Dec 30, 2023 8:18 am
Forum: FiveWin for Harbour/xHarbour
Topic: Using Microsoft AI Phi-2 from FWH
Replies: 51
Views: 14231

Re: Using Microsoft AI Phi-2 from FWH

> onde posso comprar a nova versão do five (32bit), se poder falar o valor aqui.

El precio de la actualización son 170 euros y puedes pagarlos por PayPal a alinares@fivetechsoft.com ó desde nuestra web www.fivetechsoft.com usando tarjeta

> a nova versão xBrowse esta preparado para sqlrdd(já que ...
by jhnsnlb
Sat Dec 30, 2023 7:51 am
Forum: FiveWin for Harbour/xHarbour
Topic: Using Microsoft AI Phi-2 from FWH
Replies: 51
Views: 14231

Re: Using Microsoft AI Phi-2 from FWH

entendo:

Off Topic
onde posso comprar a nova versão do five (32bit), se poder falar o valor aqui.
a nova versão xBrowse esta preparado para sqlrdd(já que foi liberada)? (sempre tive problema fazendo correcões)