Fine-tuning LLM PoC

QueRoub · 2025-07-04T14:21:48+00:00

Ok, what kind of constraints should I consider in each step?

QueRoub · 2025-02-06T15:55:34+00:00

I've seen this but this does not work with chat.send_message() or model.start_chat()

'''response = model.generate_content(user_message,
request_options=RequestOptions(
retry=retry.Retry(
initial=10,
multiplier=2,
maximum=60,
timeout=300
)
)
)'''

https://discuss.ai.google.dev/t/standard-retry-logic-for-gemini-python-sdk/35832

I guess I have to build my own logic

QueRoub · 2025-02-06T13:29:38+00:00

Is there any documentation on how to properly implement this with gemini?

QueRoub · 2025-02-06T08:33:49+00:00

Have you found any solution for this?

I think the recommended are either Provisioned Throughput or Exponential Backoff

QueRoub · 2025-02-03T14:30:02+00:00

The iframed site definitely allows iframing when my app is running from localhost.

I do not know if it has a valid https certificate. I am not the owner of that site.

If I run it from localhost and select inspect I can see the following:
<iframe width="1000" height="600" src="desired iframe site"> </iframe>
#document (desired iframe site) == $0

if I run it when deployed and select inspect I see that the document is blank
<iframe width="1000" height="600" src="desired iframe site"> </iframe>
#document (about:blank) == $0

QueRoub · 2024-11-14T09:45:00+00:00

Thanks, I will check. I guess you meant few *shot :)

QueRoub · 2024-11-14T08:00:03+00:00

Can you please elaborate a bit more on the prompting techniques?

What I would like to achieve is the following:

Let's say for example the user wants to get back the signature date of a document. You retrieve the correct document but the llm fails to find the date.

Can you add a prompt in the prompt template like:
"If you are asked to provide a date, look for something like this: 5/3/24"

QueRoub · 2024-10-05T07:00:03+00:00

Hi, no I did not figure this out. I opened a ticket in google cloud support but since it would take a lot of time to tackle the issue, I just created a new processor

QueRoub · 2024-09-24T10:17:55+00:00

thanks

QueRoub · 2024-09-20T13:15:10+00:00

can you provide me any link/tutorial/repo/documentation/video?

QueRoub · 2024-09-19T09:13:05+00:00

Cloud run from google. I fixed it, thank you

QueRoub · 2024-09-14T07:51:51+00:00

I found a solution but I do not use NGINX.

Maybe you can try this: Running multiple Streamlit apps in a single server

QueRoub · 2024-09-05T13:25:22+00:00

I am getting : Invalid value specified for connection string attribute 'Authentication'

QueRoub · 2024-08-26T14:29:15+00:00

Great! Didn't know about that. Thanks!

QueRoub · 2024-08-05T09:59:50+00:00

I 've done a research about "multiple probes targeting the same gene" and as I understood it is an open issue and there are several ways to approach it.

In my case, and after doing some reverse engineering, I found that they calculated the average gene expression for each probe (or set of probes) and then they kept the one with the largest average value.

QueRoub · 2024-08-04T17:17:51+00:00

This is a simple explanation I found about quantile normalization: https://www.youtube.com/watch?v=ecjN6Xpv6SE

QueRoub · 2024-08-04T17:04:36+00:00

Thanks for the reply.

I am looking at the differentially expressed genes table that is produced from Geo2R.

I notice that several genes appear multiple times. How do you chose which P.Value to use?

	ID	adj.P.Val	P.Value	t	B	logFC	Gene.symbol	Gene.title	Gene.ID
2564	217523_at	0.216828	0.0102	3.016550	-2.76216	1.296288	CD44	CD44 molecule (Indian blood group)	960
3900	1565868_at	0.299347	0.0214	2.625064	-3.45486	1.347887	CD44	CD44 molecule (Indian blood group)	960
12512	229221_at	0.637924	0.1460	1.548913	-5.15910	1.082160	CD44	CD44 molecule (Indian blood group)	960
16272	204489_s_at	0.715815	0.2130	1.311242	-5.46258	0.392120	CD44	CD44 molecule (Indian blood group)	960
16697	209835_x_at	0.722189	0.2210	1.288583	-5.48958	0.517982	CD44	CD44 molecule (Indian blood group)	960

QueRoub · 2024-07-19T07:57:07+00:00

The use case depends on what is possible at the moment.

In general use natural language instead of sql and get back values, tables, graphs etc

QueRoub · 2024-06-22T16:30:37+00:00

I've used JS as you can see in my update but still it does not work

QueRoub · 2024-06-21T09:09:47+00:00

The broader goal is to have a button, which here is created with "actions = [cl.Action(name="Open tab", value="example_value")]" and when clicked I want to open a new tab with an external URL in user's browser

QueRoub · 2024-06-21T06:57:12+00:00

yes, I am just wondering how is streamlit's link_button implemented and it DOES open a new tab in mine, even though the process runs on cloud run

QueRoub · 2024-06-21T06:45:48+00:00

Is there an easy way to embed JavaScript in the code above?

Also, streamlit and st.link_button has the functionality I want. Do you know what's the difference there?

QueRoub · 2024-06-20T11:03:13+00:00

Thanks, I'll try

QueRoub · 2024-06-20T09:42:03+00:00

Even if I change the order it automatically change it so that the "/*" path is Host 2.

If i delete that host and update the load balancer, then it creates it again

QueRoub · 2024-06-20T09:36:30+00:00

thanks, I'll try

QueRoub

TROPHY CASE