Instructions to use rayraycano/finetune-demo-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use rayraycano/finetune-demo-lora with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("rayraycano/finetune-demo-lora", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| /* TYPOGRAPHY SECTION */ | |
| /* Import fonts */ | |
| @import url('https://fonts.googleapis.com/css2?family=Be+Vietnam+Pro:wght@400;500&display=swap'); | |
| @import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400&display=swap'); | |
| /* Typography hierarchy */ | |
| :root { | |
| --font-title: 'Be Vietnam Pro', sans-serif; | |
| --font-body: 'JetBrains Mono', monospace; | |
| } | |
| /* Title (h1) */ | |
| h1 { | |
| font-family: var(--font-title); | |
| font-weight: 400; | |
| font-size: 3rem; | |
| line-height: 1.1; | |
| letter-spacing: -0.05em; | |
| font-feature-settings: "ss01" on; | |
| } | |
| /* Heading (h2) */ | |
| h2 { | |
| font-family: var(--font-title); | |
| font-weight: 500; | |
| font-size: 1.5rem; | |
| line-height: 1.2; | |
| letter-spacing: -0.03em; | |
| font-feature-settings: "ss01" on; | |
| } | |
| /* Subtitle/Preamble */ | |
| h3, | |
| h4 { | |
| font-family: var(--font-body); | |
| font-weight: 400; | |
| font-size: 1.25rem; | |
| line-height: 1.5; | |
| letter-spacing: -0.02em; | |
| } | |
| /* Body text */ | |
| body { | |
| font-family: var(--font-body); | |
| font-weight: 400; | |
| font-size: 1rem; | |
| line-height: 1.5; | |
| letter-spacing: -0.02em; | |
| } | |
| /* Links */ | |
| a { | |
| font-family: var(--font-body); | |
| font-weight: 400; | |
| font-size: 0.875rem; | |
| line-height: 1; | |
| letter-spacing: -0.02em; | |
| } | |
| /* NAV BAR SECTION */ | |
| /* Navbar logo styling */ | |
| .navbar-brand img { | |
| height: 32px; | |
| margin-right: 10px; | |
| } | |
| /* COLORS SECTION */ | |
| /* Brand colors */ | |
| :root { | |
| --white: #ffffff; | |
| --greige-300: #EEEEE7; | |
| --greige-600: #CCCAC0; | |
| --black: #141310; | |
| --lime: #E3F8A8; | |
| --cyan: #A0F4EA; | |
| --purple: #C8D0F8; | |
| } | |
| /* Base styles */ | |
| body { | |
| background-color: var(--black); | |
| color: var(--greige-300); | |
| } | |
| /* Navigation */ | |
| .navbar { | |
| background-color: var(--black) ; | |
| } | |
| .navbar-dark .navbar-nav .nav-link { | |
| color: var(--greige-300); | |
| } | |
| .navbar-dark .navbar-nav .nav-link:hover { | |
| color: var(--lime); | |
| } | |
| /* Sidebar */ | |
| .sidebar-navigation { | |
| background-color: var(--black); | |
| border-right: 1px solid var(--greige-600); | |
| } | |
| .sidebar nav[role="doc-toc"] ul>li>a { | |
| color: var(--greige-300); | |
| } | |
| .sidebar nav[role="doc-toc"] ul>li>a:hover { | |
| color: var(--lime); | |
| } | |
| /* Links */ | |
| a { | |
| color: var(--lime); | |
| } | |
| a:hover { | |
| color: var(--cyan); | |
| } | |
| /* Headers */ | |
| h1, | |
| h2, | |
| h3, | |
| h4, | |
| h5, | |
| h6 { | |
| color: var(--white); | |
| } | |
| /* Code blocks */ | |
| pre { | |
| background-color: #1a1a1a ; | |
| border: 1px solid var(--greige-600); | |
| } | |
| /* Tables */ | |
| .table { | |
| color: var(--greige-300); | |
| } | |
| /* TOC */ | |
| #toc-title { | |
| color: var(--white); | |
| } | |
| .toc-active { | |
| color: var(--lime) ; | |
| } | |
| /* Buttons */ | |
| .btn-primary { | |
| background-color: var(--lime); | |
| color: var(--black); | |
| border: none; | |
| } | |
| .btn-primary:hover { | |
| background-color: var(--cyan); | |
| color: var(--black); | |
| } | |
| /* For inline code (single backtick) */ | |
| code { | |
| background-color: #1a1a1a ; | |
| color: var(--lime) ; | |
| padding: 2px 4px; | |
| border-radius: 4px; | |
| } | |
| /* For inline code that is also a link */ | |
| a code { | |
| color: var(--cyan) ; | |
| } | |
| /* For code blocks (triple backtick) */ | |
| pre.sourceCode { | |
| background-color: #1a1a1a ; | |
| } | |
| /* Make comments in bash/shell scripts green */ | |
| code span.co { | |
| color: #5cb85c ; | |
| } | |
| /* Remove underlines from JSON comments and make them green */ | |
| code span.er { | |
| color: #5cb85c ; | |
| text-decoration: none ; | |
| } | |
| /* API Documentation Styling */ | |
| /* Improve docstring section rendering */ | |
| .level3 p { | |
| white-space: pre-line ; | |
| } | |
| /* Format docstring sections */ | |
| .level3 p strong { | |
| display: block; | |
| margin-top: 1em; | |
| font-weight: bold; | |
| color: var(--cyan); | |
| } | |
| /* Add spacing after sections */ | |
| .level3 p:has(strong) { | |
| margin-bottom: 0.5em; | |
| } | |
| /* Format Args and Returns sections */ | |
| p:has(code) { | |
| line-height: 1.6; | |
| } | |
| /* Function signatures */ | |
| .sourceCode { | |
| margin-bottom: 1.5em; | |
| } | |
| /* Parameter tables */ | |
| .doc-section-parameters table, | |
| .doc-section-returns table { | |
| margin-top: 1em; | |
| margin-bottom: 1.5em; | |
| } | |
| /* Make parameter and returns headers smaller */ | |
| h2.anchored[data-anchor-id="parameters"], | |
| h2.anchored[data-anchor-id="returns"], | |
| .doc-section-parameters h4, | |
| .doc-section-returns h4 { | |
| font-size: 1.25rem; | |
| margin-top: 2rem; | |
| margin-bottom: 1rem; | |
| color: var(--lime); | |
| border-bottom: 1px solid var(--lime); | |
| padding-bottom: 0.3rem; | |
| font-family: var(--font-body); | |
| font-weight: 500; | |
| letter-spacing: normal; | |
| } | |
| /* Style documentation tables */ | |
| table { | |
| width: 100%; | |
| margin-bottom: 1.5rem; | |
| border-collapse: collapse; | |
| } | |
| table th { | |
| background-color: #1a1a1a; | |
| padding: 0.5rem 1rem; | |
| border-bottom: 2px solid var(--greige-600); | |
| text-align: left; | |
| } | |
| table td { | |
| padding: 0.5rem 1rem; | |
| border-bottom: 1px solid var(--greige-600); | |
| } | |
| /* Code in table cells */ | |
| table td code { | |
| background-color: transparent ; | |
| padding: 0; | |
| } | |
| /* Improve spacing in parameter and return tables */ | |
| .doc-section-parameters, | |
| .doc-section-returns { | |
| margin-top: 1rem; | |
| } | |