The OLLAMA_MAX_VRAM env var was a temporary workaround for OOM
scenarios. With Concurrency this was no longer wired up, and the simplistic
value doesn't map to multi-GPU setups. Users can still set `num_gpu`
to limit memory usage to avoid OOM if we get our predictions wrong.
This commit changes the 'ollama run' command to defer fetching model
information until it really needs it. That is, when in interactive mode.
It also removes one such case where the model information is fetch in
duplicate, just before calling generateInteractive and then again, first
thing, in generateInteractive.
This positively impacts the performance of the command:
; time ./before run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./before run llama3 'hi' 0.02s user 0.01s system 2% cpu 1.168 total
; time ./before run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./before run llama3 'hi' 0.02s user 0.01s system 2% cpu 1.220 total
; time ./before run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./before run llama3 'hi' 0.02s user 0.01s system 2% cpu 1.217 total
; time ./after run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./after run llama3 'hi' 0.02s user 0.01s system 4% cpu 0.652 total
; time ./after run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./after run llama3 'hi' 0.01s user 0.01s system 5% cpu 0.498 total
; time ./after run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with or would you like to chat?
./after run llama3 'hi' 0.01s user 0.01s system 3% cpu 0.479 total
; time ./after run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./after run llama3 'hi' 0.02s user 0.01s system 5% cpu 0.507 total
; time ./after run llama3 'hi'
Hi! It's nice to meet you. Is there something I can help you with, or would you like to chat?
./after run llama3 'hi' 0.02s user 0.01s system 5% cpu 0.507 total
* API Show Extended
* Initial Draft of Information
Co-Authored-By: Patrick Devine <pdevine@sonic.net>
* Clean Up
* Descriptive arg error messages and other fixes
* Second Draft of Show with Projectors Included
* Remove Chat Template
* Touches
* Prevent wrapping from files
* Verbose functionality
* Docs
* Address Feedback
* Lint
* Resolve Conflicts
* Function Name
* Tests for api/show model info
* Show Test File
* Add Projector Test
* Clean routes
* Projector Check
* Move Show Test
* Touches
* Doc update
---------
Co-authored-by: Patrick Devine <pdevine@sonic.net>
* envconfig/config.go: Fix wrong description of OLLAMA_LLM_LIBRARY
Signed-off-by: Lei Jitang <leijitang@outlook.com>
* serve: Add more env to help message of ollama serve
Add more enviroment variables to `ollama serve --help`
to let users know what can be configurated.
Signed-off-by: Lei Jitang <leijitang@outlook.com>
---------
Signed-off-by: Lei Jitang <leijitang@outlook.com>
* rename `--quantization` to `--quantize`
* backwards
* Update api/types.go
Co-authored-by: Michael Yang <mxyng@pm.me>
---------
Co-authored-by: Michael Yang <mxyng@pm.me>
- return descriptive error messages when unauthorized to create blob or push a model
- display the local public key associated with the request that was denied
