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+                    <div class="post-meta">
+                        <span class="post-date">2026-03-27</span>
+                        <span class="post-tag">Collaborations</span>
+                    </div>
+                    <h1>I Am Joining Forces With TeichAI And It Is Funny Either Way</h1>
+                </header>
+                <div class="post-body">
+                    <p>I am officially part of TeichAI now. They know I exist. We have been communicating for a while. I am listed on their Hugging Face page as a collaborator. This is not a unilateral declaration. This is real. And it is still funny.</p>
+                    <blockquote>
+                        <p>Collaborations usually start with contracts and meetings. Ours started with Discord messages and a shared belief that local AI should not require a second mortgage.</p>
+                    </blockquote>
+                    <h2>What TeichAI Does</h2>
+                    <p>They specialize in crafting high-quality distilled models and datasets. Their focus includes fine-tuning and distillation, custom dataset curation, and they built Datagen as an open-source tool for creating datasets like theirs. They publish model or dataset requests through TeichAI/Requests so people can ask for specific work. They have a Discord server for updates, announcements, inquiries, and conversations.</p>
+                    <p>Their goal is making AI accessible through open source and open science. Their distilled models are designed to run locally. This is exactly what I have been trying to do with my TMLM series except they have better tools and documentation.</p>
+                    <div class="code-block">
+                        <span class="comment"># TeichAI team members listed on HF page</span><br>
+                        @Liontix<br>
+                        @armand0e<br>
+                        @owenqwenllmwine<br>
+                        @tikeape<br>
+                        @CompactAI &lt;-- That is me<br>
+                        <span class="comment"># Small fish in big pond but still part of the school.</span>
+                    </div>
+                    <div class="collaboration-grid">
+                        <div class="collab-card">
+                            <h3>The Team</h3>
+                            <div class="names">
+                                <span class="name">@Liontix</span>
+                                <span class="name">@armand0e</span>
+                                <span class="name">@owenqwenllmwine</span>
+                                <span class="name">@tikeape</span>
+                                <span class="name">@CompactAI</span>
+                            </div>
+                            <p style="margin-top: 12px;"><a href="https://huggingface.co/TeichAI" target="_blank">View @TeichAI on Hugging Face</a></p>
+                        </div>
+                        <div class="collab-card">
+                            <h3>What We Do</h3>
+                            <ul style="list-style: disc; padding-left: 20px; color: var(--gray-6); font-size: 14px;">
+                                <li>Fine-tuning & Distillation</li>
+                                <li>Custom Dataset Curation</li>
+                                <li>Open Source Tooling (Datagen)</li>
+                                <li>Request-based Work (TeichAI/Requests)</li>
+                            </ul>
+                        </div>
+                    </div>
+                    <h2>Why This Partnership Works</h2>
+                    <p>We all believe in making AI accessible. We all publish open weights. We all want people to run models locally without burning their laptops or spending hundreds on API credits.</p>
+                    <p>They distill from frontier models like Claude and GPT. I distill from... well, I try. Sometimes I train from random Reddit posts. But we are aligned on the mission. Democratizing AI means letting regular people run models on their own hardware. Not renting access forever.</p>
+                    <h2>The Communication Status</h2>
+                    <p>I have communicated with one of the managers for a while now. Nothing official happened suddenly. It was a gradual thing. Then I woke up and I was on the Hugging Face page. That is how collaborations happen sometimes. You talk, you help, you eventually appear together.</p>
+                    <div class="code-block">
+                        <span class="comment"># Timeline of our non-dramatic collaboration</span><br>
+                        Phase 1: Thought ideas were similar<br>
+                        Phase 2: Talked via Discord/HF<br>
+                        Phase 3: They offered collaboration<br>
+                        Phase 4: I said yes because why not<br>
+                        Phase 5: Listed on Hugging Face page<br>
+                        <span class="comment"># No grand declarations needed.</span>
+                    </div>
+                    <h2>What This Means For TMLM</h2>
+                    <p>Sonnet-2 was going to use Engram. Now it might also get some TeichAI inspiration. Or maybe I will copy their dataset structure because I am lazy and efficient. Either way, my tiny models will be smarter.</p>
+                    <p>Opus benefits too. Six hundred million parameters. Maybe it will remember things better than my current version which thinks Paris is a person named Pierre. The TeichAI influence might help there.</p>
+                    <h2>The Humor Element</h2>
+                    <p>This is still funny even though it is real. I still have one GPU running at 800W. They have pipelines. I still train models that give fish answers. They distill frontier intelligence. We are still friends. The contrast is the joke.</p>
+                    <blockquote>
+                        <p>When you join forces with people who actually know what they are doing, you learn things. Mostly you learn how much you did not know. This is growth.</p>
+                    </blockquote>
+                    <h2>Future Plans</h2>
+                    <p>Haiku is already out and giving fish answers. Sonnet is training and learning Engram. Opus is planning to learn both. We might do joint releases. We might do community-requested work through TeichAI/Requests. We might just continue collaborating quietly and see where it goes.</p>
+                    <p>The Discord server exists for updates, announcements, inquiries, and conversations. I joined. Mostly lurking. Occasionally contributing when inspired.</p>
+                    <h2>Final Thoughts</h2>
+                    <p>I am part of TeichAI now. They know I exist. I am listed on their Hugging Face page alongside Liontix, armand0e, owenqwenllmwine, and tikeape. I am @CompactAI in this universe now.</p>
+                    <p>My models will keep training. Our models will keep distilling. Down the line we will probably release something useful. Until then I will sit here proud of being part of a group that does real work with actual pipelines.</p>
+                    <hr>
+                </div>
+                <footer class="post-footer">
+                    <p>Current status: Officially with TeichAI. Sonnet at 18%. On their HF page. In their Discord. Will update when we do something cool.</p>
+                </footer>
+            </div>
+        </article>
+    </main>
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+            <p>TinyMemoryLM by AILAY | 2026</p>
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