2026-10-29★☆☆☆☆
1/5
A very crude program.
jindesong
0.8.4.gp APK Old versions Merged APK · re-signed
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This is a multimodal language model (LLM) Android app
Multimodal Support: Enables functionality across diverse tasks, including text-to-text, image-to-text, audio-to-text, and text-to-image generation (via diffusion models).
CPU Inference Optimization: MNN-LLM demonstrates exceptional performance in CPU benchmarking in Android.
Broad Model Compatibility: Supports multiple leading model providers, such as Qwen, Gemma, Llama (including TinyLlama and MobileLLM), Baichuan, Yi, DeepSeek, InternLM, Phi, ReaderLM, and Smolm.
Privacy First: Runs entirely on-device, ensuring complete data privacy with no information uploaded to external servers.
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a96587159d6184d5...1effcfchattoolsailanguagefileai chatcloud aicloudhistoryhome
Categories: Tools · Tags: Android, APK, Free Download, Tools
Version 0.8.4.gp · 30.4 MB · APK
SHA-256 a2153477e527d6c77964f624f47bca107f3a64725cdeffd2b2cda8d44829fc07
Signer a96587159d6184d5a59f2e5a37656587fc9f3de337af454b228bff144c1effcf
Architecture arm64-v8a
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a2153477e527d6c77964f624f47bca107f3a64725cdeffd2b2cda8d44829fc07
a96587159d6184d5a59f2e5a37656587fc9f3de337af454b228bff144c1effcf
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202 ratings
202 ratings on AndroidRU. 20 written reviews on AndroidRU, 46 shown below. Their honest reviews of this app.
A very crude program.
Really liked the interface but experienced a lot of recursion across models that don't exhibit it in other environments.
Make it structured more like a conversation-based app in which the usual layout on most AI apps can be seen, with conversations, a new chat button on the sidebar and a library with your models. Also, allow the options that most cloud AI apps (and some local ones) have already adopted, including an edit button, a regeneration button and other things.
Server never works right
Still no Hexagon NPU support!
highly annoying. I set my settings to allow unrestricted access for usage in background, I turned off the setting that stops generating when leaving chat and I have 5gb of ram free while generating an image and my finger slips and hits the home button at 95% and it scraps the generation!?!? waisting my time. you shouldn't have to treat your phone like indians jones swapping out the relic to prevent the massive boulder from crushing him
Plz update latest models extension MNM custom boost modulation to 10× is genius
chat are good but i have complain about big size file voice chat cause it's crash on my phone can be possible to have lite versions. calls crash. i have lot of unrecognizable voice calls and slow bug trouble. don't work offline translator mess the words and get dumber to understand things.
Special thanks to the developers 🙏🏻
good
nice app but I am finding some crashes on occasion. what would make this amazing is to be able to upload a model from a device and the ability to export and import chats in case you switch device.
lame use lyra ai
please fix sana image gen as everyone I try to load it the app crashes. btw are you gonna add bonsai 1 bit image model?
Very good app fast AI response and good token management. Downside is slow download for an AI model. Just pick 2b variant q4 for size management if more laggy as fk
I've tried a few different apps like MNN Chat, but this one has been the easiest to use.
useless for simple offline gguf models users, because there is no option to simply run an already downloaded model in mnn chat app like pocket pal app, uninstalling the app.
MNN Chat is a clean, fast, and surprisingly capable AI chat app. Responses are quick, the interface is simple, and it’s easy to jump in and get useful answers without any friction. Great for everyday questions, ideas, and quick problem-solving. 5/5 - simple, fast, and actually useful.
Very fast. BUT buggy mess, specially with qwen models.I tried feeding the model with a prompt file with image path, but the model produces gibberish or repetitive letters. Only when I changed "memory": from low to normal the model finally worked. The downside is it became super slow. Please help. My device is poco x3 gt 8gb lpddr4, mali g77 mc9, dimensity 1100.
at the beginning to work out perfectly but right now it crashes with every model
When I use the thinking mode, most times the model hallucinate and never answers questions
best easily for local models, it's much much faster than anything else out there.
interesting
Could you please add tool calling
unbelievably good, it give an look into the future, the LLM speed, if they can add search functionality, this would absolutely dominate the conversion.
Great performance but can't search for non MNN models and severely lacking even basic features. In response to the dev: The non MNN thing is just a fact... and there are no options for KV Cache quant, Chat Truncation, Response/Reasoning Limits, Hide Reasoning, set Seed, edit/delete prompt, edit/delete/regenerate output, continue generating, or Context usage.
actually a very nice app surprised doesn't have any reviews thanks for making this
can no longer download any models edit: reinstalled and it is working now
superbly smart models
Not ready yet (Feb 2026). Multiple issues. 1) Downloading models seems to break most of the time, with an error on header download at the end. 2) Even if the download breaks, the files seem to be stored on your phone. I have several models downloaded, but the app is using over 100GB of storage. 3) The only image generation model is laughable and slow. Maybe try again in a few months.
app crashes when opening new chat
I have downloaded and tried several models. It is a good app to learn more about locally working with some different models
History bug and my models dont loading
it must be me... I don't understand local LLM's. They are rubbish compared to online.
MNN Chat offered good inference performance when it worked, but it has been broken and unable to download models for several WEEKS. Without models, the app is useless.
Cannot download any models off HuggingFace directly because all downloads fail with an error, and I'm being told to run ADB commands just to add a local model. It's a half-baked solution and needs more time in the oven. But this more of a problem with Qualcomm's Hexagon NPU implementation which requires ADB sideloading, rather than with MnnLlmApp.
didn't download any model form huggingface please fix this issue and add qwen3 vl 2 b
Great app but I can't download anything, it just shows failed to fetch huggingface repo
underrated app
Only app that works
Bro loved it a lot
good, but would be great if there's an option to enable the model to search online, so it can answer some simple daily questions
it's fast and have a diffusion model idk what to say
Superfast and stable API. Thank you MNN team.
lack the ability to modify prompt and regenerate response from the LLM model
I love local api.
A fantastic app for downloading and running LLMs locally. The app is simple enough for basic users - just tap download and tap the model to chat (I recommend the Qwen models which are also by Alibaba like the app makers). For more advanced users, various settings are adjustable, you can import your own MNN quantized model, and the app even ships an OAI-compatible API if you want to plug it into Open WebUI, etc. Keep up the great work MNN team 👍
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