{"id":621,"date":"2026-07-06T00:46:18","date_gmt":"2026-07-06T00:46:18","guid":{"rendered":"https:\/\/middletv.com\/?p=621"},"modified":"2026-07-06T00:46:18","modified_gmt":"2026-07-06T00:46:18","slug":"deploy-tiny-random-gpt2-on-your-pc-quantized-gguf-offline-setup","status":"publish","type":"post","link":"https:\/\/middletv.com\/?p=621","title":{"rendered":"Deploy tiny-random-gpt2 on Your PC Quantized GGUF Offline Setup"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Deploy tiny-random-gpt2 on Your PC Quantized GGUF Offline Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>The <i>fastest method<\/i> for installing this model locally is by using <b>Docker<\/b>.<\/p>\n<p>Review and <b>follow the instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The installer auto-downloads and deploys the entire model pack.<\/i><\/p>\n<p> <\/p>\n<p>The automated script takes care of everything, <b>tailoring the setup to your specs<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:16px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 10px 25px rgba(0,0,0,0.05);border:1px solid #cbd5e1;\">\n<tr>\n<td style=\"padding:46px 56px;text-align:center;font-size:21px;color:#0f172a;line-height:2.7;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div 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#ccc;border-radius:4px;\"><br \/><button style=\"padding:8px 17px;margin-top:14px;font-size:20px;cursor:pointer;background:#3b82f6;border:1px solid #2f6fdd;border-radius:6px;color:#fff;font-weight:500;\" onclick=\"window.doV()\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center;\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:28px;padding-left:23px;margin-left:0;\">\n<li><b>Processor:<\/b> 4.0 GHz+ <b>boost clock<\/b> recommended for CPU inference<\/li>\n<li><b>RAM:<\/b> 48 GB needed to <b>prevent memory swapping<\/b> to disk<\/li>\n<li><strong>Storage:<\/strong><b>100 GB<\/b> free space for HuggingFace cache folder<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>tiny-random-gpt2<\/b> is a compact language model designed for rapid inference on consumer hardware. It contains only <b>2 million parameters<\/b>, making it <i>significantly smaller<\/i> than standard GPT\u20112 variants. The model was trained on a diverse internet\u2011scale corpus using a <i>randomized initialization<\/i> strategy that emphasizes speed over accuracy. Its <b>context window<\/b> spans 256 tokens, allowing it to handle short\u2011form tasks such as text generation and classification. Performance benchmarks show it can generate coherent sentences at <b>over 100 tokens per second<\/b> on a single CPU core. Below are the key technical specifications:  <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>2\u202fM<\/td>\n<\/tr>\n<tr>\n<td><b>Context length<\/b><\/td>\n<td>256 tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Training data size<\/b><\/td>\n<td>~1\u202fTB text<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Installer deploying local communication interfaces loaded with multi-role behavioral presets<\/li>\n<li>tiny-random-gpt2 Using Pinokio No-Internet Version Step-by-Step<\/li>\n<li>Installer configuring automated VRAM defragmentation scheduling for persistent WebUIs<\/li>\n<li>tiny-random-gpt2 Locally (No Cloud) Full Speed NPU Mode 2026\/2027 Tutorial<\/li>\n<li>Downloader pulling custom frame-interpolation models for local Stable Video Diffusion pipeline architectures<\/li>\n<li>How to Launch tiny-random-gpt2 Locally via LM Studio Direct EXE Setup<\/li>\n<li>Script pulling low-latency audio classification model weights<\/li>\n<li>Full Deployment tiny-random-gpt2 via WebGPU (Browser) Local Guide<\/li>\n<li>Script downloading modern ControlNet Canny models for enhanced Forge WebUI generation<\/li>\n<li>Full Deployment tiny-random-gpt2 100% Private PC with 1M Context Complete Walkthrough FREE<\/li>\n<\/ul>\n<p><a href='https:\/\/benssper.com\/category\/access\/'>https:\/\/benssper.com\/category\/access\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The fastest method for installing this model locally is by using Docker. Review and follow the instructions below. The installer auto-downloads and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[39],"tags":[],"class_list":["post-621","post","type-post","status-publish","format-standard","hentry","category-webuis"],"_links":{"self":[{"href":"https:\/\/middletv.com\/index.php?rest_route=\/wp\/v2\/posts\/621","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/middletv.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/middletv.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/middletv.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/middletv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=621"}],"version-history":[{"count":1,"href":"https:\/\/middletv.com\/index.php?rest_route=\/wp\/v2\/posts\/621\/revisions"}],"predecessor-version":[{"id":622,"href":"https:\/\/middletv.com\/index.php?rest_route=\/wp\/v2\/posts\/621\/revisions\/622"}],"wp:attachment":[{"href":"https:\/\/middletv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=621"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/middletv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=621"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/middletv.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}