RenΓ©'s URL Explorer Experiment


Title: GitHub - Abeshith/FineTuning_LanguageModels: 🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP tasks. πŸ”§ It includes training πŸ“š, fine-tuning πŸ› οΈ, and inference pipelines βš™οΈ. πŸš€

Open Graph Title: GitHub - Abeshith/FineTuning_LanguageModels: 🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP tasks. πŸ”§ It includes training πŸ“š, fine-tuning πŸ› οΈ, and inference pipelines βš™οΈ. πŸš€

X Title: GitHub - Abeshith/FineTuning_LanguageModels: 🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP tasks. πŸ”§ It includes training πŸ“š, fine-tuning πŸ› οΈ, and inference pipelines βš™οΈ. πŸš€

Description: 🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP tasks. πŸ”§ It includes training πŸ“š, fine-tuning πŸ› οΈ, and inference pipelines βš™οΈ. πŸš€ - Abeshith/FineTuning_LanguageModels

Open Graph Description: 🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP ...

X Description: 🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP ...

Opengraph URL: https://github.com/Abeshith/FineTuning_LanguageModels

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:4e29d9ba-20cd-170a-3d57-de8010755c06
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8FE4:16945C:4B8DA8:65DDD7:698E1E70
html-safe-nonce2e0cdbd737a9b29fc7818c3e97055efe3af6dcd42b5c7bad20bd7fe28a086c9c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4RkU0OjE2OTQ1Qzo0QjhEQTg6NjVEREQ3OjY5OEUxRTcwIiwidmlzaXRvcl9pZCI6IjQ4NzAwMzc4MTY0MDUyNzAxMjgiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmacaff6e7372a2ea6d0cf35750aaa29cf15f1052359a01af2d38988228f5c7850b8
hovercard-subject-tagrepository:906587960
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/Abeshith/FineTuning_LanguageModels
twitter:imagehttps://opengraph.githubassets.com/f3c6564d3665207732e3a707a9b837b81d5c56b94e6dc2cec2e9411f27a8edce/Abeshith/FineTuning_LanguageModels
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f3c6564d3665207732e3a707a9b837b81d5c56b94e6dc2cec2e9411f27a8edce/Abeshith/FineTuning_LanguageModels
og:image:alt🎯 Fine-tune large language models and use them for text-related tasks. This repository provides a straightforward approach to fine-tuning models like Gemma, Llama πŸ¦™, and Mistral πŸŒͺ️ for various NLP ...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None7d71262819a4a68a7786924c05495bfd40a7561e4258dd129ba36f53d667639a
turbo-cache-controlno-preview
go-importgithub.com/Abeshith/FineTuning_LanguageModels git https://github.com/Abeshith/FineTuning_LanguageModels.git
octolytics-dimension-user_id112886842
octolytics-dimension-user_loginAbeshith
octolytics-dimension-repository_id906587960
octolytics-dimension-repository_nwoAbeshith/FineTuning_LanguageModels
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id906587960
octolytics-dimension-repository_network_root_nwoAbeshith/FineTuning_LanguageModels
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release1d904ac995eb43f93014fbdbcc9ae5878653c932
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FAbeshith%2FFineTuning_LanguageModels
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FAbeshith%2FFineTuning_LanguageModels
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Abeshith%2FFineTuning_LanguageModels
Reloadhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Reloadhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Reloadhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Abeshith https://patch-diff.githubusercontent.com/Abeshith
FineTuning_LanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FAbeshith%2FFineTuning_LanguageModels
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FAbeshith%2FFineTuning_LanguageModels
Star 4 https://patch-diff.githubusercontent.com/login?return_to=%2FAbeshith%2FFineTuning_LanguageModels
4 stars https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/stargazers
0 forks https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/forks
Branches https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/branches
Tags https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tags
Activity https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FAbeshith%2FFineTuning_LanguageModels
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FAbeshith%2FFineTuning_LanguageModels
Code https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Issues 0 https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/issues
Pull requests 0 https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/pulls
Discussions https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/discussions
Actions https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/actions
Projects 0 https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/projects
Security 0 https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/security
Insights https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/pulse
Code https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Issues https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/issues
Pull requests https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/pulls
Discussions https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/discussions
Actions https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/actions
Projects https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/projects
Security https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/security
Insights https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/pulse
Brancheshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/branches
Tagshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tags
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/branches
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tags
56 Commitshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/commits/main/
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/commits/main/
Advanced FineTuning Methodshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Advanced%20FineTuning%20Methods
Advanced FineTuning Methodshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Advanced%20FineTuning%20Methods
FineTuning LanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/FineTuning%20LanguageModels
FineTuning LanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/FineTuning%20LanguageModels
FineTuning LargeLanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/FineTuning%20LargeLanguageModels
FineTuning LargeLanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/FineTuning%20LargeLanguageModels
FineTuning VisionModelhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/FineTuning%20VisionModel
FineTuning VisionModelhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/FineTuning%20VisionModel
Knowledge Distillationhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Knowledge%20Distillation
Knowledge Distillationhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Knowledge%20Distillation
Quantization Techniqueshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Quantization%20Techniques
Quantization Techniqueshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Quantization%20Techniques
Reinforcement Learning Based FineTninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Reinforcement%20Learning%20Based%20FineTning
Reinforcement Learning Based FineTninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Reinforcement%20Learning%20Based%20FineTning
Task Specific FineTuninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Task%20Specific%20FineTuning
Task Specific FineTuninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/Task%20Specific%20FineTuning
docshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/docs
docshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/tree/main/docs
README.mdhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/README.md
banner.pnghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/banner.png
banner.pnghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/banner.png
READMEhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-fine-tuning-language-models
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/banner.png
https://opensource.org/licenses/MIT
https://www.python.org/downloads/
https://colab.research.google.com/
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-quick-start-5-minutes
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-navigation-guide
FineTuning LanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LanguageModels
FineTuning LargeLanguageModelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LargeLanguageModels
FineTuning VisionModelhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20VisionModel
Advanced FineTuning Methodshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Advanced%20FineTuning%20Methods
Task Specific FineTuninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Task%20Specific%20FineTuning
Reinforcement Learning Based FineTninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Reinforcement%20Learning%20Based%20FineTning
docs/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/docs
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-which-technique-should-i-use
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-im-new-to-fine-tuning
Basic LoRA Fine-tuninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LanguageModels/README.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-i-have-limited-gpu-memory
4-bit Quantized LoRAhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/docs/memory-benchmarks.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-i-want-better-instruction-following
DPO Traininghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Reinforcement%20Learning%20Based%20FineTning/README.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#️-i-need-vision-language-models
Vision Model Fine-tuninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20VisionModel/README.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-i-need-multiple-domain-expertise
Multi-LoRA Methodshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Advanced%20FineTuning%20Methods/README.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-i-need-specialized-code-generation
Task-Specific Fine-tuninghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Task%20Specific%20FineTuning/README.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-memory--performance-guide
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#️-installation
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#option-1-google-colab-recommended
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#option-2-local-installation
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-troubleshooting
Memory Optimization Guidehttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/docs/troubleshooting.md#memory-issues
DPO Traininghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/RLHF%20Optimization/README.md
Performance Optimization Tipshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/docs/troubleshooting.md#performance
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-learning-path
Basic Fine-tuning Conceptshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LanguageModels/README.md
LoRA and PEFT Techniqueshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LargeLanguageModels/README.md
Vision-Language Modelshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20VisionModel/README.md
Human Preference Alignmenthttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Reinforcement%20Learning%20Based%20FineTning/README.md
Advanced Multi-LoRA Methodshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Advanced%20FineTuning%20Methods/README.md
Task-Specific Applicationshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Task%20Specific%20FineTuning/README.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#️-technologies
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#core-technologies
https://camo.githubusercontent.com/43de341c9b8b09764cc735349316e938d77a1da3751ae8bfaec066e3c3450bec/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f707974686f6e2d3336373041303f7374796c653d666f722d7468652d6261646765266c6f676f3d707974686f6e266c6f676f436f6c6f723d666664643534
https://camo.githubusercontent.com/b0b806117d604546a6209fad2c7e89115f74421c0c7bc6725547d57733dce1d4/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5079546f7263682d2532334545344332432e7376673f7374796c653d666f722d7468652d6261646765266c6f676f3d5079546f726368266c6f676f436f6c6f723d7768697465
https://camo.githubusercontent.com/1de75bcb15027b4f748a051752b451b5c4d123b8c5f19d07a65fdf9973eecac1/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2546302539462541342539372532305472616e73666f726d6572732d4646443231453f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/073f1c30d43399aa4653357b0ce3700089fe1a05687aea524bb7bc071f78e071/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f556e736c6f74682d4646364236423f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/4295329f5c5dd0f8a93a324c644b13113ae1504c8ee28a42f3218f953d5c386d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6a7570797465722d2532334641304630302e7376673f7374796c653d666f722d7468652d6261646765266c6f676f3d6a757079746572266c6f676f436f6c6f723d7768697465
https://camo.githubusercontent.com/6bd3c173bed3db2fca80b3f94977d1c8786e8c14f026ee755a372901e0915133/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f435544412d3736423930303f7374796c653d666f722d7468652d6261646765266c6f676f3d6e7669646961266c6f676f436f6c6f723d7768697465
https://camo.githubusercontent.com/c515157c2cca90d610ba623fee22919aae1bde323189e9ca8db7bbe390fc2e0f/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4c6f52412d3432383546343f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/ae6df7d78a938ebe4b5d23c22ed312745aa0dcec0643d6b15285ce07042cca98/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f504546542d4646393530303f7374796c653d666f722d7468652d6261646765
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#advanced-optimization
https://camo.githubusercontent.com/7ac78a84ee1fd8b6d0132a253166fe1ffe9721bf031eb030273d2692469711ef/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f54524c2d3841324245323f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/8466adb9ec3e5f557453e8136308935131caa8febdee0495ed2fb972ec97e672/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f42697473416e6442797465732d3030443038343f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/d1433290bbdd6d1b381d0cb58c9ef67c5fb0bb7ad891067bbc68bf3d203d89e6/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f44617461736574732d4646364233353f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/6eb5d53e712aa68b967ec4bcc01c44923b1f5b0f16afec436fb772fdce1cdf38/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f416363656c65726174652d4646363942343f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/550352bbf52ac76a01a8b35f2ca6e4166810771441b1f66da4272df43bab6850/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f576569676874735f265f4269617365732d4646424530303f7374796c653d666f722d7468652d6261646765266c6f676f3d57656967687473416e64426961736573266c6f676f436f6c6f723d7768697465
https://camo.githubusercontent.com/25b3d33ce7dd66a264f1dd208dd760be13592a25693433e2c9a1e7e881a4c2cd/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f44504f2d3943323742303f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/a737ad4f6b6c688ac188d25804dcbf7b4af9bbc1794d3c49c2b13e3e350a7b33/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f524c48462d4539314536333f7374796c653d666f722d7468652d6261646765
https://camo.githubusercontent.com/876712a84d7fba3e4e3da2f1fcb1f17075e1fa4b1e52effa5503c53365d5b877/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5175616e74697a6174696f6e2d3630374438423f7374796c653d666f722d7468652d6261646765
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-what-is-fine-tuning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-why-fine-tuning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-understanding-the-process
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#step-1-choose-your-base-model
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#step-2-add-task-specific-training
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#step-3-efficient-training-with-lora
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-repository-overview
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-beginner-level
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-intermediate-level
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-expert-level
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-need-help
GitHub Issueshttps://github.com/Abeshith/FineTuning_LanguageModels/issues
GitHub Discussionshttps://github.com/Abeshith/FineTuning_LanguageModels/discussions
docs/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/docs
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/CONTRIBUTING.md
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-license
LICENSEhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/LICENSE
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-full-fine-tuning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-parameter-efficient-fine-tuning-peft
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-quantization-memory-optimization
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-precision-formats
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-example-7b-parameter-model
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-lora-low-rank-adaptation
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-mathematical-foundation
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-rank-selection-guidelines
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-parameter-reduction-example
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-adapters-modular-fine-tuning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#️-architecture
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#️-lora-vs-adapters
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-repository-structure
FineTuning LanguageModels/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LanguageModels
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-finetuning-languagemodels
FineTuning LargeLanguageModels/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20LargeLanguageModels
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-finetuning-largelanguagemodels
FineTuning VisionModel/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/FineTuning%20VisionModel
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-finetuning-visionmodel
Advanced FineTuning Methods/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Advanced%20FineTuning%20Methods
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-advanced-finetuning-methods
Task Specific FineTuning/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Task%20Specific%20FineTuning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-task-specific-finetuning
Reinforcement Learning Based FineTning/https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/blob/main/Reinforcement%20Learning%20Based%20FineTning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-reinforcement-learning-based-finetning
https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#-getting-started
transformer https://patch-diff.githubusercontent.com/topics/transformer
lora https://patch-diff.githubusercontent.com/topics/lora
quantization https://patch-diff.githubusercontent.com/topics/quantization
knowledge-distillation https://patch-diff.githubusercontent.com/topics/knowledge-distillation
finetuning https://patch-diff.githubusercontent.com/topics/finetuning
quantization-aware-training https://patch-diff.githubusercontent.com/topics/quantization-aware-training
post-quantization https://patch-diff.githubusercontent.com/topics/post-quantization
ptq https://patch-diff.githubusercontent.com/topics/ptq
large-language-models https://patch-diff.githubusercontent.com/topics/large-language-models
gptq https://patch-diff.githubusercontent.com/topics/gptq
bitsandbytes https://patch-diff.githubusercontent.com/topics/bitsandbytes
unsloth https://patch-diff.githubusercontent.com/topics/unsloth
multi-lora https://patch-diff.githubusercontent.com/topics/multi-lora
Readme https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels
Activityhttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/activity
4 starshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/watchers
0 forkshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAbeshith%2FFineTuning_LanguageModels&report=Abeshith+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/releases
Packages 0https://patch-diff.githubusercontent.com/users/Abeshith/packages?repo_name=FineTuning_LanguageModels
Jupyter Notebook 100.0% https://patch-diff.githubusercontent.com/Abeshith/FineTuning_LanguageModels/search?l=jupyter-notebook
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.