{"id":27980,"date":"2026-07-23T15:02:49","date_gmt":"2026-07-23T07:02:49","guid":{"rendered":"https:\/\/intwsim.com\/?p=27980"},"modified":"2026-07-23T15:02:49","modified_gmt":"2026-07-23T07:02:49","slug":"deploy-tiny-gptossforcausallm-dummy-proof-guide","status":"publish","type":"post","link":"https:\/\/intwsim.com\/27980\/deploy-tiny-gptossforcausallm-dummy-proof-guide\/","title":{"rendered":"Deploy tiny-GptOssForCausalLM Dummy Proof Guide"},"content":{"rendered":"<p><img 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alt=\"Deploy tiny-GptOssForCausalLM Dummy Proof Guide\" style=\"width:100%;height:auto;border-radius:8px\"><\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:12px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;border:1px solid #e2e8f0\">\n<tr>\n<td style=\"padding:35px 45px;text-align:center;font-size:15px;color:#64748b;line-height:1.6\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#1C1C1C;font-family:'Inconsolata'\">\ud83d\udd0d Hash-sum: ae46a2f1ec2e738c7fb1324dc9f3f958 | \ud83d\udd53 Last update: 2026-07-22<\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:'Segoe UI',sans-serif;margin-top:30px\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top\">&lt;img 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style=\"margin-top:26px;padding-left:21px;margin-left:0\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><b>RAM:<\/b> enough space for <b>background apps<\/b> and OS overhead<\/li>\n<li><strong>Disk Space:<\/strong> at least 100 GB for <strong>multiple local<\/strong> LLM variants<\/li>\n<li><strong>GPU:<\/strong> 16 GB+ video memory <strong>highly recommended<\/strong> for exl2 \/ AWQ formats<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>Unlocking Efficient Inference with GptOssForCausalLM<\/h4>\n<p>The GptOssForCausalLM model is a cutting-edge, open-source causal language model designed to optimize performance on consumer hardware while minimizing memory requirements. By leveraging a reduced transformer architecture and shared embedding layer, this model excels in various natural language processing (NLP) tasks. Its ability to deliver strong performance with minimal computational load makes it an ideal choice for edge devices and research prototyping.<\/p>\n<h4>Benchmarking GptOssForCausalLM Against Peers<\/h4>\n<p>| Model | Parameters | Training Tokens | Avg. Perplexity || &#8212; | &#8212; | &#8212; | &#8212; || tiny-GptOssForCausalLM | 125M | 1.5T | 21.3 || GPT-Nano 125M | 125M | 1.0T | 20.9 || LLaMA-2 7B | 7B | 2.0T | 18.5 |<\/p>\n<h4>Unlocking the Full Potential of GptOssForCausalLM<\/h4>\n<p>Developers can fine-tune this model using standard Hugging Face pipelines, reaping the benefits of its permissive license and community-driven improvements. With GptOssForCausalLM, researchers and developers can create innovative solutions tailored to their specific needs.<\/p>\n<h3>Key Features and Capabilities<\/h3>\n<p>\u2022 Compact design for efficient inference on consumer hardware\u2022 Open-source architecture with minimal memory footprint\u2022 Shared embedding layer and grouped-query attention for reduced computational load\u2022 Ideal for edge devices and research prototyping<\/p>\n<h4>Getting Started with GptOssForCausalLM<\/h4>\n<p>To begin leveraging the full potential of this model, follow these simple steps:1. Install the required libraries and tools.2. Fine-tune the model using standard Hugging Face pipelines.3. Explore the capabilities and features of GptOssForCausalLM.<\/p>\n<h3>Community Support and Resources<\/h3>\n<p>\u2022 Join our community forums for discussion and support.\u2022 Access our repository for code snippets and documentation.\u2022 Stay up-to-date with the latest developments and updates through our blog.<\/p>\n<ol>\n<li>Installer configuring multi-tier user permissions for shared local servers<\/li>\n<li>tiny-GptOssForCausalLM Locally via Ollama 2 2026\/2027 Tutorial Windows FREE<\/li>\n<li>Installer deploying localized agentic workflow model backends<\/li>\n<li>tiny-GptOssForCausalLM Zero Config FREE<\/li>\n<li>Installer configuring local semantic router models for prompt pre-filtering<\/li>\n<li>How to Install tiny-GptOssForCausalLM Locally via LM Studio No Admin Rights FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd0d Hash-sum: ae46a2f1ec2e738c7fb1324dc9f3f958 | \ud83d\udd53 Last u [&hellip;]<\/p>\n","protected":false},"author":17,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[177],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/intwsim.com\/api\/wp\/v2\/posts\/27980"}],"collection":[{"href":"https:\/\/intwsim.com\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/intwsim.com\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/intwsim.com\/api\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/intwsim.com\/api\/wp\/v2\/comments?post=27980"}],"version-history":[{"count":1,"href":"https:\/\/intwsim.com\/api\/wp\/v2\/posts\/27980\/revisions"}],"predecessor-version":[{"id":27981,"href":"https:\/\/intwsim.com\/api\/wp\/v2\/posts\/27980\/revisions\/27981"}],"wp:attachment":[{"href":"https:\/\/intwsim.com\/api\/wp\/v2\/media?parent=27980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/intwsim.com\/api\/wp\/v2\/categories?post=27980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/intwsim.com\/api\/wp\/v2\/tags?post=27980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}