would love to hear what you think: https://testflight.apple.com/join/ERFxInZg
would love to hear what you think: https://testflight.apple.com/join/ERFxInZg
EDIT 2: Even using StableLM, I am experiencing a total crash of the app fairly consistently if I chat in one conversation, then start a new conversation and try to chat in that. On a related note, since chat history is saved... I don't think it's necessary to have a confirmation prompt if the user clicks the "new chat" shortcut in the top right of a chat.
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That does seem much nicer than MLC Chat. I really like the selection of models and saving of conversations.
It looks like you’re still using the old version of TinyLlama. The 1.0 release is out now: https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v1.0-GGU...
Microsoft recently re-licensed Phi-2 to be MIT instead of non-commercial, so I would love to see that in the list of models. Similarly, there is a Dolphin-Phi fine tune.
The topic of discussion here is Mistral-7B v0.2, which is also missing from the model list, unfortunately. There are a few Mistral fine tunes in the list, but obviously not the same thing.
I also wish I could enable performance metrics to see how many tokens/sec the model was running at after each message, and to see how much RAM is being used.
On the whole, this app seems really nice!
Thrilled about all those developments! More model options as well as link-based GGUF downloads on the way.
On the 7b models: I’m very sorry for the poor experience. I wouldn’t recommend 7b over Q2_K at the moment, unless you’re on a 16GB iPad (or an Apple Silicon Mac!). This needs to be much clearer, as you observed the consequences can be severe. The larger models, and even 3b Q6_K can be crash prone due to memory pressure. Will work on improve handling of low level out-of-memory errors very soon.
Will also investigate the StableLM crashes, I’m sorry about that! Hopefully Testflight recorded a trace. Just speculating, it may be a similar issue to the larger models, due to the higher-fidelity quant (Q6_K) combined with the context length eventually running out of RAM. Could you give the Q4_K_M a shot? I heard something similar from a friend yesterday, I’m curious if you have a better time with that — perhaps that’s a more sensible default.
Re: the overly-protective new chat alert, I agree, thanks for the suggestion. I’ll incorporate that into the next build. Can I credit you? Let me know how you’d like for me to refer to you, and I’d be happy to.
Finally, please feel free to email me any further feedback, and thanks again for your time and consideration!
britt [at] bl3 [dot] dev
Regarding credit, I definitely don’t need any. Just happy to see someone working on a better LLM app!
1. StableLM Zephyr 3b Q4_K_M is now the built-in model, replacing the Q6_K variant.
2. More aggressive RAM headroom calculation, with forced fallback to CPU rather than failing to load or crashing.
3. New status indicator for Metal when model is loaded (filled bolt for enabled, vs slashed bolt for disabled.)
4. Metal will now also be enabled for devices with 4GB RAM or less, but only when the selected model can comfortably fit in RAM. Previously, only devices with at least 6GB had Metal enabled.
Thank you so much again for your time!
I still wish Phi-2, Dolphin Phi-2, and TinyLlama-Chat-v1.0 were available, but I understand you have plans to make it easier to download any model in the future.
Britt
edit: I can't reply to you below: Do you have the right app, there's no TestFlight just App Store link - if it's ChatOnMac then it should have a dropdown at the top of the chat room to select a model. If it's empty or otherwise bugged out please let me know what you see in the top menu. It filters the available model presets based on how much RAM you have available, so let me know what specific device you have and I can look into it. Thank you.
The model presets are also configurable by forking the bot and loading your own via GitHub (bots run inside sandboxed hidden webviews inside the app). But this is not ergonomically friendly just yet.
I saw you can spec an OpenAI key but presume it would take llama or something else.
On chatonmac.com, the "Download on the App Store" button does not link the App Store for me either - I get a modal titled "Public Beta & Launch Day News" with "Join the TestFlight Beta" and "Launch Day Newsletter Signup Form".
I now have the full version installed on my iPhone 15 pro, and I have added my OpenAI key, but none of the models I've selected (3.5 Turbo, 4, 4 Turbo) work. My messages in the chat have a red exclamation next to them which opens an error message stating 'Load failed' when clicked. If I click 'Retry Message' the entire app crashes.