It depends on how low you’re willing to go on the quant and what you consider acceptable token speeds. Qwen 32b q3ks can be partially offloaded on my 8gb vram 1070ti and runs at about 2t/s which is just barely what I consider usable for real time conversation.

Qwen is super powerful but the CCP endorsed lobodomy to censor it make it useless for my needs. Mistral 22B > qwen 32B all day any day just because it won’t shriek at me in rejection when I ask the wrong question.

You can’t just show sackboy and littlebigplanet in the thumbnail. you gave me hope it would be an article about how mediamolicule is back and lbp4 being announced. I gave up consoles after the ps3 but if theres one exclusive that could rope me back in it would be that. Fuck Sony you had one good series that I would love to bond over with my kids and you let it die a slow horrible death. If you played your cards right you could have had a game series that rivaled minecraft itself for popularity amongst everyone.

I have tried all these on Linux through proton.

Dusk - the OG boomer shooter revival game, should be the first game to try to see if you like these kinds of fps.

Amid evil - beautiful looking FPS instead of firing guns you fire unique magical weapons.

Ultrakill - extremely difficult movement shooter with a very interesting setting and lore. Its still not fully complete theres like a final layer thats still cooking but what’s there is worth experiencing.

Selaco - FEAR inspired FPS built in GZDoom somehow. Tight movement, great gunplay, interesting enemy difficulty progression, superior AI that will flank your ass and hammer you with what feels like tactical actions, great interactive environments.

Turbo ultrakill- one of the most fun and bombastic FPS ive ever played. Play as a merc who gets turned into a living chainsaw as you ruin the plans of wannabe trancendent techno gods and run away super AI one bullet at a time

Cultic - plays heavy into blood and residents evil 4 inspirations to deliver a very mood atmospheric FPS with the best goddamn dynamite throwing mechanics since OG Blood itself. The single dev is really passionate and is constantly sharing updates to episode 2.

Ion Fury + ion fury aftershock A love letter to the best parts of build engine games of the 90s. Its incredibly well made build engine game with huge sprawling enviroments and too many secrets. The pistol with auto-lockon is hands down the best pistol Ive every used in any game. Aftershock DLC is even better than the base game.

Zortch - another passion project made by one person with an in-house engine coded just for the game. The enemy AI moves around a lot and the cartoony graphics and plot make it more of a light hearted title to have fun with like a game you would find on the N64. Its only 5$ and easily worth it.

If microsoft is a classy gangster wearing feather hats casually extorting you in the broad of day but in a really charming way, Google is the deranged junkie in the back alley waiting to come at you screaming with a knife demanding your xanax pills private information

Thats a shame. Some lessons are best learned the hard way still sorry to hear your situation. You got this try again soon! Im sureyour next grow will dry better.

In the case that you do end up with moldy nugs or trim perhaps consider your options a little more thoroughly do their best to turn lemons into lemonade. Throwing away all that kief and thc along with the moldy plant matter is throwing the baby out with the bathwater.

I order legal hemp trim in bulk. Its real cheap stuff 110g for 30$. You better believe theres moldy trim in there. Its meant for processing down into concentrate or cannaoil.

Ive smoked at leasta zip of hash I made from moldy trim and ive eaten hundreds of cannaoil capsules made from moldy trim. I trust these methods enough to casually recommend them to anyone who isn’t immune compromised and wants to turn trash to stash.

Perhaps you are both a little too concerned over mold and mildew allergy? If you or your GF have legitimate allergy issues to mycotoxins diagnosed by your doctor then thats understandable.

However assuming you are just regular healthy people spooked by the idea of breathing in or ingesting moldy bud, theres two things to consider.

*1. Theres ways to seperate the cannaoil out of the moldy nugs and trim while sterilizing any remaining spores

*2. Mold and mildew arent actually that scary. A lot of fear hyped around them is based on misimformation. Most molds and mildews and spores are absolutely harmless to ingest and breath in at a base. We’ve been sharing the planet with mold and mildew and spores as long as our species has existed. Our ancestors often had to pick eating moldy food or starving to death. Mold producing penecilin was used to cure and preserve our meats. Our bodies generally know how to deal with it without fuss. Its the few bad toxic examples that give the whole lineage a bad wrap.

The process of making bubble hash uses physics to seperate the good cannabanoid oil crystals containing thc from the plant matter. In this case moldy nugs but often enough moldy old trim also. The oil crystals is heavier than water so with some vigerous shaking in ice bath the crystals seperates from plant matter and sinks to the bottom. The plant matter including mold spores and mycelium is less dense than water so it floats to the top and can be safely skimmed out. You can even further wash the crystals after seperation until the water turns clear if it makes you feel safer. Then strain with bubble bags and you have yourself clean hash. Here’s the video I used for reference when I got started. The guy is old school and uses traditional method without bubble bags but if you really want to do this go on amazon and get some bubble bags they make life a lot easier.

If you were instead to cook it down into cannaoil the heat of a simmer over a few hours would kill any mold and break down anexcellent mycotoxins making it safe for consumption. The Cannaoil cooking method I like to do actually has spraying the trim fown wth everclear alcohol before simmering.You strain out all the plant matter from the oil and its good to go.

I think alcohol tincture would work well. From what I kbow of mycology you use alcohol to sterilize surfaces to reduce chance of contamination. Real mushroom nerds argue about which ISO alcohol is most effective at sterilization but if you’re doing tincture you best just use highest proof grain alcohol.

Great meme post! This comment section is a scorching hot dumpster fire that beamed carcinogens directly into my retinas. Thanks I hate it.

Hello @mjhelto I’m sorry to hear about your old glass. I hope that the only thin that broke with it was a replaceable downstem. I would take the bong into a glass shop and ask them for sizing the right length downstem.

I don’t know how open you are to the recommendation of new pieces but theres some pretty neat and affordable glass on market today that wasn’t here 10 years ago.

I am a oldhead raised on traditional glass beakers, glass handpipes, and dugouts. The tech they have today is just crazy.

The orb v3 by vgoodiez is one of the most functional water pipes ive ever had.

Any dynavap absolutely invalidates a traditional one-hitter dugout. They sell wooden dugout boxes and other stash options for dynavaps. The H2 glass vaporizer in particular is real nice.

There are two makers of pure titanium bongs now that are unbreakable. The Summit and the danglebong.

Thick Ass Glass sold me the best most beefiest glass I ever had. Truly a company that proudly lives up to their name they will sell you thick ass glass. If you have the money get the thickest 9mm bong they have and you won’t be disappointed.

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Hey subsub if you haven’t thrown it all away yet you can salvage it by making bubble hash.

Just do the process you normally do with the proper weight of grams and hope it all works out. You are presumably doing a free service for your friend using the valuable skillset and experience you have gained. They have no room to complain if the bud they supply you is mid and makes mid edibles or if the bud is fire and they end up sickly potent.

Does smell signify potency? I think theres a correlation at least some placebo where you think sticky dank flower is more potent so it is. You can put some humidity back into the flower to try to bring back some smell and stickyness but if youre cooking it anyways no point.

Thats a very ideal picture of a corpse thats been buried in the ground without a coffin that deep. Must have used one hell of an embalmer.

Also yeah me and the family still miss and talk about the dead pets. You never forget your loved ones and keep the memories alive.

Thanks for taking the time to look at my stuff and comment schmidt. Nice xq2 always a fun time rocking the good old cyclone/conneseur bowl and bag :)

I like bags for the experience. However its not a method I reach for often anymore. The vapor gets stale tasting quick by the time you get done filling a big bag a lot of the the terps and cannabinoid oil has been lost condensated back onto the inside of bag.

Then the bag itself gets a little stale tasting after a few uses affecting flavor even more. Then you have to buy more bags to replace stale dirty bag, and go through a process of redoing the balloon rubber bands holding the glass insert.

The glass orb offers the same kind of visual appeal of watching the vapor fill a thing to the point of milking it then ripping the dense vapor all at once. The difference is when it inevitably gets dirty inside you can just spray it down with alcohol and rinse with water at the sink.

The omega wand kits from ddave are game changers. I was unsatisfied with the stock cyclone /conesseuir bowl+ whip. I didn’t like all the airflow that made the vapor feel whispy, I didnt like how big the bowls were which always cooked herb unevenly, I didnt like how high the herb sits above the heater which took minutes to fully extract anything. The stock EQ was mid easily beat out in power by a simple dynavap.

The omega wand and adapters turned it into a top tier one hitter rig. Think elbow packing with much better extraction able to get all the vapor from a bowl in a single hit. Think being able to milk a small bag the size of the orb using a tiny bit of herb stretching out your grinder of expensive ganja out crazy amounts.

The goo roo hookah mouthpiece is a really really nice luxury if you are a whip user. The teeny little glass mouthpieces sent by arizer never felt luxurious to use or pleasant hold in the hand. It was a very basic functional restricted airflow mouthpiece.

The goo-roo mouthpiece is an absolute unit of glass. It feels great to hold in the hand and hit out of. I like it a lot easy recommend to any eq/xq2 owner who likes the whip.

The ruby balls are the final piece of the puzzle for the ddave adapters. Adding the balls makes the entire bowl cook evenly all the way through. Every watt of power the EQ can consume gets put to use heating up the balls it literally puts all possible power into extracting the herb completely and quickly. I’m convinced the only way to get better extraction would be an actual ball vape with beefy PID and injection chamber eating hundreds of watts.

Someone’s told me before after seeing my cleaning sesh it was too much work and I was better off just smoking lol. Well I figure its better to get the pieces gunked than my lungs. All the parts come together to realise my ideal extraction situation. The added maintenance is the trade off to maximizing performance kinda like a sports car.

Do I have problems with combusting the flower? Not anymore, but I used to. It required trial error and experience to dial in the right temps.

My perspective has always been that I want to extract all the vapor possible from flower. And the color of the herb tells you how much vapor is left to be extracted.

That means high temps and riding it right to the point just before combustion where the flower turns pitch black . My ideal extraction has the herb looking completely black cooked evenly all the way through.

Getting to that point with any arrangement of equipment takes experimentation to find ideal temp zones. During the experimentation phase combustion is likely, but after finding the sweet zone and some experience to lock it in theres basically no chance of combustion.

If you combust, dial it down 15 - 20 degrees f and try again. I settled in using the omega wands and cyclone/conesseuir bowl at 428F/220C/493.15K any point beyond that risk combustion if theres too much airflow.

Once I got ruby balls over the ceramic heater with ddave adapters, dialing in the temp became entirely a question of how many balls to add if I combusted I added 5-8 balls and tried again. Setting device to max and Covering the ceramic heater core with 1 layer of 3mm ruby is enough to eliminate combustion potential.

Anyways sorry for long 5 paragraph essay hope this helped inform you.

I appreciate it thanks for taking a look. The setup took a lot of work and creative thinking over the year slowly understanding what was needed and sourcing the aftermarket parts to get it extracting real nice. The extremeq is an excellent desktop vape done dirty by its stock parts.

I prefer using the orb dry more I like watching the turbulent vapor swirls completely fill up the piece. I do use water in it too when in the mood for it.

Water is good when you are vaping a lot and need some moisture to not get a dry throat. But it gets murky, starts to taste bad and contributes to reclaim deposits forming on the inner glass I think. It filters out some of the plant oils you want in the vapor.

I was absolutely surprised at how much vapor was produced with such little herb. The middle bowl here Is the one used in the video like maybe .05-.1 g?

If I had put the big 18mm omega wand bowl in there it would have really milked up the glass quick lol.

This setup is a microdosing dream!

Thank you! I added a video link to the description if you wanted to see it in action.

The glass orb is easy to clean, the pieces that insert into the vaporizer need cleaning from time to time. The metal omega wand extraction device works best with some melted beeswax covering it so it doesn’t stick into the glass adapters it inserts into. It uses metal bowl screens which need cleaning.

Thank you for the reply! The glass orb doesn’t take falls very well its a relatively fragile piece. However its cheap enough to replace from time to time.

The vaporizer itself requires no maintenance. The adapters and stuff inserted into it needs cleaning after awhile.

Good attetion to detail. I have ruby balls directly above the heater so it behaves more like a ball vape. They balance things out while improving the extraction.

I agree that oil capsules are the way to go for dosing precision and general healthiness. I like oil caps the most out of all edibles simply because you can lock in a approximate amount needed to get you medicated. Not requiring further cooking or excess calories is a bonus.

To answer your question about dosing vapor, I can give some insight as a vaping nerd.

Just to be clear I mean dry herb vaping where the raw cannabis flower is baked at a temperature hot enough to vaporize the plant oil with all the good cannabinoids but not hot enough to burn or combust the flower. This method is much cleaner than combustion smoking while avoiding the possible synthetic additives in cartridge vapes.

When it comes to vaping theres two paths users tend to head down. One common path is that you just quit combustion smoking. You miss it and want to emulate the experience of smoking as closely as possible.

Big milky vapor clouds filling your regular sized bongs and exiting your lungs in a huge rip. This path leads towards the natural conclusion of expensive ball vapes and can easily burn through zips a week. You don’t care because you can afford it or grow your own.

More experienced vapor heads realize another path. It turns out you don’t actually need all that much vapor to get baked, especially with good flower or basic tolerance management.

So you go for maximizing your herb efficency. Try to get every bit of vapor out of a very small amount of herb.

This is where some people start to actually care about dosing. Exactly how much vapor does .05 g worth of bud produce? Exactly how many .Xg’s does it take to get you where you need to be?

This path of microdose vaping is most commonly followed by half bowl dynavap users, but there are many microdosing options.

Here are three different bowl sized.

I can’t tell you exact numbers but spitballing the biggest bowl probably holds .15-.20g, the middle one holds .10g and the teeny tiny one .05gs. How these get used depends on flower quality.

If I’m vaporizing top tier ganja Its easy to get medicated and I want to stretch it out with the small or middle bowl sizes. If I’m vaporizing lots of cheap mid or shake I’m going for the big bowl.

It also somewhat depends on if I’m wanting to run the vapor through a water piece that day. The open air of the big bowl makes pulling through water much easier on the lungs.

You’re welcome Rai I appreciate your reply and am glad to help inform anyone interested.

The uncensored General Intelligence (UGI) leaderboard ranks how uncensored LLMs are based off a decent clearly explained metric.

Keep in mind this scoring is different from overall general intelligence and reasoning ability scores. You can find those rankings on the open llm leaderboard.

Cross referencing the two boards helps find a good model that balances overall capability and uncensored-ness within your hardwares ability to run.

Again mistral is really in that sweet spot so yeah give it a try if you are interested.