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Βασίλης ΒαλατσόςHey <a href="https://mastodon.online/@thunderbird" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@thunderbird</a>If you want, you can try out <a href="https://social.apotheke.earth/tags/alectors" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#alectors</a>, my NLRL library, for <a href="https://social.apotheke.earth/tags/spam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spam</a> or <a href="https://social.apotheke.earth/tags/fraud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fraud</a> <a href="https://social.apotheke.earth/tags/detection" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#detection</a> on <a href="https://social.apotheke.earth/tags/emails" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#emails</a> for <a href="https://social.apotheke.earth/tags/thundermail" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#thundermail</a>.Check it out at <a href="https://apotheke.earth/docs/alectors" rel="nofollow noopener noreferrer" target="_blank">https://apotheke.earth/docs/alectors</a>It uses a pretrained <a href="https://social.apotheke.earth/tags/encoder" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#encoder</a> to embed natural language into vector space, and then passes the vectors through a <a href="https://social.apotheke.earth/tags/transformer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#transformer</a>-based PPO agent, so that the output can have a custom number of dimentions. This means that rather than having an <a href="https://social.apotheke.earth/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLM</a> agent with a <a href="https://social.apotheke.earth/tags/prompt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#prompt</a> "[...] PLEASE OUTPUT PROPER JSON [...]", you can ensure that the output will be one of three, four, or as many actions.as you define.The only downside is that you will have to train the agent yourself, as we as come up with an environment (I am working with a friend/colleague on custom nlrl env api, but its pre-prealpha).Concerning the license, it is <a href="https://social.apotheke.earth/tags/sourcefirst" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sourcefirst</a>, meaning that it has a clause for <a href="https://social.apotheke.earth/tags/fair" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fair</a> <a href="https://social.apotheke.earth/tags/compensation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#compensation</a> regardimg <a href="https://social.apotheke.earth/tags/commercial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#commercial</a> <a href="https://social.apotheke.earth/tags/use" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#use</a>. For this usecase, by <a href="https://social.apotheke.earth/tags/thunderbird" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#thunderbird</a>, I would be perfectly happy with simply a <a href="https://social.apotheke.earth/tags/thundermail" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#thundermail</a> account so I can leave <a href="https://social.apotheke.earth/tags/fastmail" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fastmail</a> and still use all two of my domains for email.

Βασίλης ΒαλατσόςFirst of all, I moved instance! I am now self hosting my own <a href="https://social.apotheke.earth/tags/gotosocial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gotosocial</a> instance, which uses the <a href="https://social.apotheke.earth/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Mastodon</a> <a href="https://social.apotheke.earth/tags/api" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#API</a>, but is easy to self host, and is super chill on the resources. This also means that I can now post long form content! 5000 characters is a blog post in itself, so I can blog AND microblog. Secondly, I released 1.1.1 of the <a href="https://social.apotheke.earth/tags/alectors" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#alectors</a> library for <a href="https://social.apotheke.earth/tags/nlproc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nlproc</a> with <a href="https://social.apotheke.earth/tags/rl" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rl</a>. I should probably start keeping a changelog or a release log, but I am just getting to grips with what <a href="https://social.apotheke.earth/tags/semver" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semver</a> is and how to use it in general. As always you can find the source code at <a href="https://erga.apotheke.earth/aethrvmn/alectors" rel="nofollow noopener noreferrer" target="_blank">https://erga.apotheke.earth/aethrvmn/alectors</a> which is yet another <a href="https://social.apotheke.earth/tags/selfhosted" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#selfhosted</a> project, a git <a href="https://social.apotheke.earth/tags/forgejo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#forgejo</a>.

Vasileios Valatsos :coffefied:I might be blowing my own trumpet but the biggest issue (that is also unsolvable using <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLMs</a>) when it comes to <a href="https://sigmoid.social/tags/nlp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nlp</a> <a href="https://sigmoid.social/tags/decision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#decision</a> <a href="https://sigmoid.social/tags/making" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#making</a> is that <a href="https://sigmoid.social/tags/language" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#language</a> <a href="https://sigmoid.social/tags/models" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#models</a> have a distribution over <a href="https://sigmoid.social/tags/tokens" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tokens</a> not over <a href="https://sigmoid.social/tags/actions" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#actions</a>.This is the issue that the <a href="https://sigmoid.social/tags/alectors" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#alectors</a> <a href="https://apotheke.earth/docs/alectors" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://apotheke.earth/docs/alectors</a> tries to solvenlp in -> action space out

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