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Reference: github-starred/ollama#49513
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Originally created by @MarkWard0110 on GitHub (Jun 1, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/4767
Originally assigned to: @jmorganca on GitHub.
What is the issue?
mainwhen running a model (specificallyllama3:8b-instruct-fp16will begin to generate gibberish. It will also leak state between sessions. Swapping out the models will reset the issue, but it will quickly return after a few runs against the model.This issue does not happen with 0.1.38.
mainbegan to do this before the 0.1.39 was released. I will try to track down the specific commit.I have not upgraded to Ollama's latest version (0.1.39) because of what I am seeing with the latest
main.The behavior happened with nvidia driver version 550 and the updated driver.
Hardware
NVidia RTX 4070 TI Super 16GB
In the following
ollama runoutput, I will begin with a freshly started ollama serv using the latest build offmain. The chat will start ok but then begin to generate gibberish. I will exit the chat and start a new session. The first prompt will generate what appears to be information related to the previous session. Note that this behavior does not happen on 0.1.38.first chat
second chat
I'll follow this post with the log.
OS
No response
GPU
No response
CPU
No response
Ollama version
0.0.0
@MarkWard0110 commented on GitHub (Jun 1, 2024):
Log
@MarkWard0110 commented on GitHub (Jun 1, 2024):
The latest
mainthe chat was based upon isrevert tokenize ffi(https://github.com/ollama/ollama/pull/4761)@MarkWard0110 commented on GitHub (Jun 1, 2024):
I think I have found the commit that introduces the bug
afd2b058b4I don't understand why it appears in this commit. I have provided the range of commits I tested to locate the commit.
@MarkWard0110 commented on GitHub (Jun 1, 2024):
I am able to reproduce the bug every time I run. It takes a few prompts to get there. I try to switch topics in a session like ask code generation and AI questions and generate instructions.
@MarkWard0110 commented on GitHub (Jun 9, 2024):
I continue to get corruption in model generation and a leaking state between sessions. I have built up to commit
cddc63381c, but it still has the issue.It appears to take longer for the issue to show because I have been working with this version all day and have only now started to see the issue. I think this is because I have not had pauses long enough for Ollama to unload models which helps reset the issue.
edit
I found out why I was not seeing the issue all day. Two libraries were using different settings, which means Ollama was switching the model out.
The issue is found by repeatedly running the same model with the same options until the chat-generated responses are abnormal.
@MarkWard0110 commented on GitHub (Jun 9, 2024):
This is a weird issue to track down. Several hours into trying to find the issue, I struggle to reproduce it. When it does happen, the model must be reloaded to fix the problem. If I could easily reproduce it, I would try other models and check if I see it with them.
I am hand-crafting the chat prompts so that I have reproducible prompt exchanges.
For example. The prompt
How do you potty train a puppy?When the issue was happening, it generated responses like the following. Note that the responses are influenced by other sessions. this chat only contains one message. role: user
When the server is working
@MarkWard0110 commented on GitHub (Jun 11, 2024):
I have installed Ollama v0.1.42 to investigate if I find the issue with the release binaries vs my own builds. Initial testing has not produced the issue.
@MarkWard0110 commented on GitHub (Jun 25, 2024):
I have not been able to reproduce with release versions of Ollama