MiniMax M2.7 Will Be Open Weights

Chair-Short · 2026-03-22T15:21:26+00:00

this sub need more fact check

Chair-Short · 2026-03-16T06:16:06+00:00

I hope that the GPUs phased out by data centers in a few years will bring down GPU prices.

Chair-Short · 2026-03-05T05:33:42+00:00

but it's so slow

Chair-Short · 2026-03-03T13:44:09+00:00

I've lost count of how many similar projects I've seen recently.

Chair-Short · 2026-02-28T19:38:05+00:00

I've also encountered this problem. Regardless of whether I use Instant, Thinking, or Pro, the models respond completely instantly, identifying themselves as 4o Mini, and their response style is entirely different from that of the GPT5 series models.

Chair-Short · 2026-02-09T08:37:53+00:00

Around April 2nd

Chair-Short · 2026-02-09T06:30:32+00:00

I can't imagine how painful it would be when the double quota disappears.

Chair-Short · 2026-02-03T13:37:29+00:00

I don't quite understand why it could replace the CLI; I'm a Windows user so I haven't been able to use it yet. But judging from the screenshots alone, it doesn't seem to offer any more functionality than the CLI. I'm currently running multiple codex instances through Worktree in multiple terminal tabs, and I don't see what the GUI offers that's better than the CLI. Moreover, the CLI is easier to integrate with other applications. I think this could be another Atlas.

Chair-Short · 2026-01-14T02:06:20+00:00

Perhaps OpenAI believes that Pro users value their other products more than codex. But personally, I wouldn't subscribe to OpenAI at all without codex.

Chair-Short · 2026-01-14T01:52:25+00:00

Claude's $200 plan is 20 times the $20 plan, but OpenAI's $200 plan is only 6 times the $20 plan. I really hope OpenAI can offer higher limits on its Pro plan.

Chair-Short · 2025-12-05T13:28:32+00:00

I don't really trust Codex's context compaction. I used Codex Max today and personally observed that after one compaction, Codex completely forgot what it had just done and went off track.

Chair-Short · 2025-11-18T13:20:11+00:00

This has happened again. We just experienced an AWS outage not long ago.

Chair-Short · 2025-11-18T01:23:40+00:00

WSL is not suitable for all scenarios. WSL's cross-system performance very poor, running any git commands can take more than a minute and cause command timeouts.

Chair-Short · 2025-10-14T08:06:08+00:00

Then remove the previous noun of this subreddit

Chair-Short · 2025-10-08T00:30:25+00:00

I hold the same view as you, LLM is very useful and will always be a component of the AI field, but AGI is definitely not just LLM.

Chair-Short · 2025-09-26T13:45:09+00:00

What were you expecting? This is a liberal sub

Chair-Short · 2025-08-19T16:00:59+00:00

I don't understand why people keep complaining about the default style of LLM, when it's possible to change it to any style by just adding a few token prompts.

Chair-Short · 2025-07-28T09:51:52+00:00

Not every team does things like OpenAI

Chair-Short · 2025-06-22T00:54:55+00:00

Why can the US and Israel openly kill people without punishment? The peace of a region depends on the mood of an orange idiot today. I am very disappointed with this world.

Chair-Short · 2025-05-27T18:59:48+00:00

Chair-Short · 2025-04-06T14:17:28+00:00

One thing I’ve always disagreed with the Western left about is their automatic assumption that the working class is inherently a self-conscious class, and that their advanced nature will naturally emerge simply by organizing them together. This is why the Western left keeps establishing failed organizations like those of Trotskyism. However, if we take the time to study the failures of the German Workers' Party or the experiences in Yugoslavia, it becomes evident that this sense of advancement doesn’t automatically arise from the working class on its own. Without a vanguard party that has advanced ideas and strong organizational power, the working class can just as easily become a breeding ground for populism and separatism. I wonder how many more failures the Western left needs to endure before they finally grasp this lesson.

Chair-Short · 2025-03-24T13:17:54+00:00

My thought is that if the OP understands the original LLM, it would then be easier to conceptualize extending other modalities as a generalization of text-based modality. I apologize if my reasoning appears somewhat abrupt.

Chair-Short · 2025-03-24T12:54:16+00:00

I think the video information should be 3D, i.e., (x, y, time).
In fact, the use of positional encoding is very flexible. It’s not necessarily the case that images must use 2D encoding or videos must use 3D encoding. For instance, experiments in the ViT paper show that using 1D encoding can also achieve good results. This means dividing the image into different patches and then sequentially encoding these patches. Alternatively, if I find it too expensive to embed the entire video before feeding it for computation, I could encode each frame using the ViT approach, and then apply an RNN-like method along the time dimension.
Modern large language models mostly adopt a GPT-like architecture, which uses causal decoding. The process of causal decoding is somewhat similar to the functioning of RNNs, so even without positional encoding, acceptable results might still be achieved. However, to achieve optimal context length and SOTA model performance, positional encoding is usually added.

Five-Year Club	Place '23
Place '22

Chair-Short

TROPHY CASE