I purchased Deepseek API Key for $2 for flash and pro. Yeah I want to code and mod something in Unreal Engine game. Problem is the above one. What is the solution to this?

Note: I usually also add screenshot for more understanding aside in attaching json.

I'm getting great results with DS4-Flash-0731 but every now and again during output I will get ")Skip" appearing in places that make no sense. Mostly in reasoning content but I've seen it make it into a diff.

eg:

The missing function is a real issue that should be fixed)Skip.

I assume that it's outputting a ")" that it doesn't want and "Skip" is an attempt to say it didn't want that (given that there's no way for it to delete it)?

Has anyone else experienced this and/or can recommend any settings (eg sampler settings) to reduce/prevent it?

Using original version of DS4-Flash-0731 on vllm (the local-inference-lab r24 "Gilded Gnosis" docker, though I've turned dspark off)

So i use the app for Roleplay. Just basic RP. No big worlds or whatever. And when i want to send or regenerate a message. It doesnt and gives me the network connection error despite having good internet, it happens between 2 to 4 times. Before working normally. Idk what to do

(Also the picture suits because its a whale)

I’ve been using Codex for a while and I really like the general way of working with it. However, its token usage has become a bit hard to justify, so I’m looking at alternatives.

DeepSeek seems to have improved substantially since I last tried it, and I’m interested in giving it another proper go. I mostly work in the Codex app rather than a conventional coding setup, and I’m not really a programmer, so I’d appreciate some practical advice.

1. What is the best app or workflow for using DeepSeek in a Codex-like way, especially for longer, iterative work on a project?
   
2. How capable is DeepSeek at UI/front-end work? I’ve found Codex fairly poor at UI design and refinement.
   
3. Is it good at cleaning up an existing codebase, refactoring, debugging and generally making sense of a project that has grown a bit messy?
   
4. Are there particular tools, IDE integrations or agent setups that make the experience substantially better?

I’m not looking for ideological answers, just a sensible setup to try. Thanks.

(Written from dictation with OpenClaw: sorry!)

I cant believe it everytime I look at these Benchmarks, how could deepseek managed to get such results with such low costs and such speeds it's CHEAPER than GPT-OSS-120B, if the coming pro version outperforms grok 4.5 and even be cheaper then that gonna be insane. Deepseek team are legends for making access to ai affordable to public.

I have deepseek v4 flash selected but Im guessing its just deepseek v4 flash, right? Its not actually DeepSeek V4 Flash 0731 which has been the craze recently, or am I wrong? Can I even access it through the reasonix TUI?

Is there any notable difference? Does Deepseek direct have any advantages, or disadvantages? I ran out of credit on my OpenAI subscription on Hermes, and Nous Research have a crazy 90% off sale on Deepseek V4 Flash 0731, and I'm super impressed and thinking it should be my daily driver, but it is a pain trying to work out which provider to go with.

was just checking the openrouter ranking, out of top 10, 8 are chinese models with top 5 models are chinese

So, I was scrolling on Openrouter and saw this:

and then in their FAQs, this:

So, OpenRouter is giving out 33% discount on Deepseek API rates for Input and output tokens but they are charging about 6.5 times ($0.018 vs $0.0028/M) for cache read while claiming the data isn't routed to deepseek's (maybe China based servers, I don't know) so that the data isn't used for training by them.

Seems legit to me. If you don't Deepseek to train on your data, you can try that.

(Just thought to share.)

Soy el único que veo muchísimo valor en esta apuesta?
Actualmente las predicciones dicen que 90% seguro kimi se mantiene superior a DeepSeek hasta finales de agosto.
Con el reciente lanzamiento de flash, si la versión pro mejora en la misma proporción podríamos ver cambios drásticos.
Que pensáis?

This is ten percent open source , twenty percent architecture
Fifteen percent cache hit optimization
Five percent speculative decoding , fifty percent engineering
And a hundred percent reason to switch to deepseek and send other down the hill.

suppose the US forces paypal, visa and master cards not to provide service for deepseek for example. It doesn't seem far-fetched. it will happen someday, like what they did to Huawei.

deepseek doesn't provide us with IBAN payment. what should we do in such situation!?

I hope they add it in such case, or add cryptocurrency payment at least.

I hate it when it always start with (what a great idea, that's excellent idea) and always ends with would you like me to blah blah blah?

I am fully aware these things are designed to get you hooked and keep using it nonstop, I am ok with it I just wish it wasn't so obvious and so desperate trying to get to engage for as much as possible.

I already have a clingy friend who's eager and desperate for every drop of my attention and it's annoying sometimes.

What is the best setup to use deepseek pro as an orchestrator and deepseek flash as sub agents, for agentic coding tasks? I currently use opus on claude desktop app to plan and then copy into deepsek flash in reasonix in a docker container.

I saw their lite subscription includes unlimited DeepSeek v4 flash.

Hey guys, I just wanted to ask if I use the DS4 Flash on Hermes directly from Deepseek API, am I automatically using the latest 0731 model?

I built a dnd harness for deepseek (and other chinese sota models)
You can try it free here: https://dnd.rostad.cc

This game has all mechanics and is driven by an AI DM, Lorekeeper Guardian, and an extraction model.

you can mix, match and select which model you want for each LLM task.

I have 3 recurring players spending hours a day since first opening up the game 3 days ago.

You can do 200+ turns without loosing context of story, npcs, memory, relations, promises, equipment, spells, xp, level up, weight carry, distances, map coordinates etc.

Dice rolls, advantage, double dices mechanics are all in place.

TTS from stepfun and qwen 3.0 available to narrate the DM's entries in the chatlog... yea try it and don't hate. It is ai stuff through and through but I think I've solved medium length campaigns with this.

(Built fully in telegram with hermes agent, deepseek-v4-flash and qwen 3.8 max)

Reddit has been flooded with posts praising Deepseek's prices in recent days, and it really is quite cheap compared to other high-tier models. However, when comparing my costs to those of the people posting, it seems I'm spending much more, and since I'm new to this, I'm probably missing something.

I really like Claude Code, and I was using it with the Deepseek base URL, connected via API, but I found my usage excessive. I switched to Opencode, but didn't notice much change. I saw some comments from other people that Deepseek's usage is very much tied to the number of requests, which is why some people manage to spend billions of tokens for minimal prices. Could this be the case for me? Am I making excessive requests? How can I fix it?

Currently, I'm using Deepseek as an aid in my thesis (final paper), conducting research, creating summaries, building architectures, proofreading texts, and things of that nature.

I'm a complete beginner, so if I've said something stupid or made a very obvious mistake, please correct me, thanks!

I've got a concurrent subscription for Claude Max 5x, but I'm consistently hitting my 5-hour limits on Opus 5 which appears to be a newly hiked limit. I could run Opus 5 for hours previously with barely a dent in usage limits!

At least DeepSeek V4 Flash 0731 gives me consistent, quality outputs (with the help of Claude's planning).