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#Mistral 7B

Showing: 18 courses
MLOps World: Machine Learning in Production

LLM: From Playgrounds to Production-Ready Pipelines

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Explore the journey from LLM playgrounds to enterprise-scale production pipelines, addressing challenges and leveraging MLOps infrastructure for cutting-edge models.
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1 Lesons
32 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain, Ollama Mistral 7B, and Chroma in Spanish

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Aprende a clasificar documentos usando Langchain, Ollama con Mistral 7B y Chromadb para análisis de similitud en español.
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1 Lesons
29 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering: Mistral 7B Techniques for Instruction Creation

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Explora técnicas avanzadas de ingeniería de prompts como Zero Shot, Few Shot y Chain of Thought utilizando GPT-3.5 Turbo y Mistral 7B para mejorar tus habilidades en machine learning.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering: Introducción con OpenAI GPT-4, GPT-3.5 Turbo y Mistral 7B en Español

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Explora técnicas de ingeniería de prompts con GPT-4, GPT-3.5 Turbo y Mistral 7B. Aprende a optimizar interacciones con modelos de lenguaje para obtener resultados más precisos y útiles.
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1 Lesons
38 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLflow: Fine-Tuning Mistral 7B con PEFT y QLora - Español

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Aprende a ajustar Mistral 7B utilizando técnicas avanzadas como PEFT y QLora, integrando MLflow para un seguimiento eficiente del proceso de fine-tuning.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering Techniques with Mistral 7B Instruct for Data Science and Machine Learning

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Explore prompt engineering techniques using Mistral 7B Instruct, including zero-shot, few-shot, CoT, and RAG. Learn to craft effective prompts for enhanced machine learning outcomes.
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1 Lesons
40 minutes
On-Demand
Free-Video
Anyscale

Scaling LLM Inference - AWS Inferentia Meets Ray Serve on EKS

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Discover how to build scalable, cost-effective LLM inference infrastructure using Ray Serve and AWS Inferentia on Amazon EKS, optimizing deployment of models like Llama2 and Mistral-7B.
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1 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

Mistral 7B: Architecture, Performance and Implementation Guide

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Dive into Mistral 7B's implementation, exploring grouped-query attention, efficient GPU usage, and hands-on demonstrations for running advanced language models on local hardware.
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1 Lesons
42 minutes
On-Demand
Free-Video
Venelin Valkov

Zephyr 7B Beta - Comparing a 7B LLM with 70B Models

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Explore Zephyr 7B Beta's performance against larger models through paper review and hands-on Google Colab tutorial. Learn setup, prompting, and practical applications in math, coding, and data tasks.
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11 Lesons
21 minutes
On-Demand
Free-Video
All About AI

Fine-Tuning a Local Mistral 7B Model - Step-by-Step Guide

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Step-by-step guide to fine-tuning a Mistral 7B model locally, covering dataset creation, conversion, uploading, fine-tuning, model conversion, and testing, with practical demonstrations and insights.
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9 Lesons
17 minutes
On-Demand
Free-Video
Data Science Festival

Data Curation for Open Source LLM Fine-Tuning

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Explore data curation challenges and strategies for fine-tuning open source LLMs, focusing on dataset quality and iteration techniques for improved results.
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1 Lesons
19 minutes
On-Demand
Free-Video
Shaw Talebi

Local LLM Fine-tuning on Mac (M1 16GB) Using QLoRA and MLX

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Fine-tune a local LLM on M1 Mac using MLX and QLoRA. Adapt Mistral 7b to respond like you to YouTube comments, with step-by-step guidance and code examples.
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12 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain, Ollama Mistral 7B, and Chroma for Machine Learning and Data Science

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Explore document similarity using Langchain, Ollama with Mistral 7B or LLama 2, and Chromadb as VectorStore for machine learning and data science applications.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps: Fine-tuning Mistral 7B with PEFT, QLora, and MLFlow

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Fine-tune Mistral 7B using PEFT, QLora, and MLFlow techniques. Master advanced LLM optimization for improved performance and efficiency.
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1 Lesons
28 minutes
On-Demand
Free-Video
Oxen

Fine-Tuning Self-Rewarding Language Models with Mistral 7B

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Dive into implementing Meta's Self-Rewarding Language Model with Mistral 7B, covering fine-tuning techniques, data preparation, prompt generation, and practical demonstrations.
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14 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering: OpenAI, GPT-4, and Mistral 7B Basics Introduction

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Explore prompt engineering basics with GPT-4, GPT-3.5 Turbo, and Mistral 7B through practical examples and hands-on demonstrations.
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1 Lesons
42 minutes
On-Demand
Free-Video
Data Centric

GPT-4 vs Open Source LLMs: Epic Rap Battles Test Creativity with AutoGen

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Witness open-source LLMs battle GPT4-Turbo in freestyle rap, showcasing linguistic creativity. Compare Wizard LM 70B, Orca-2 13B, and Mistral 7B against the advanced benchmark.
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6 Lesons
30 minutes
On-Demand
Free-Video
Trelis Research

Full Fine-Tuning vs LoRA and QLoRA - Comparison and Best Practices

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Explore full fine-tuning vs (Q)LoRA techniques, comparing VRAM usage, training time, and quality. Learn parameter selection, tips for QLoRA, and step-by-step guidance for TinyLlama and Mistral 7B fine-tuning.
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14 Lesons
53 minutes
On-Demand
Free-Video