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At MULTI, we make it our business to serve the medical industry with authentic parts exclusively sourced directly from our OEM partners. If you have an imminent need for Siemens CT Tubes, or other Siemens Healthineers replacement parts, then please contact us.  We purchase inventory in bulk to help mitigate supply chain challenges on behalf of our customers and are open to talk about long-term inventory planning.

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am i wrong about where/when the usage quota is incremented? if the rate limiting is calculated based on max_tokens in the request then that would explain a good chunk of the difference between the 90k limit and the 30k I’m achieving but not all of it.

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We have a dedicated team who would be delighted to serve you. Contact us directly at sales@multi-inc.com or +1 (800) 400-4549

In the medical field, downtime hurts everyone: the patient, front-line healthcare staff, the hospital's reputation and bottom line. Authentic Siemens parts optimize the life and operability of your Siemens imaging systems. Avoid unnecessary downtime by ensuring the healthcare providers you serve have access to authentic Siemens Healthineers CT tubes.

The 11270277 - Straton MX Sigma is a Siemens Healthineers CT tube and is compatible with the following CT system models:

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could I be using higher TPM than I think I am? I am calculating from usage.total in the responses. gpt-3.5-turbo doesn’t have an explicit “TPM unit” conversion factor in the docs, so I’ve been assuming it’s just 1.

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maybe the usage is calculated at the end of each request, which would make logical sense since the response length isn’t known upfront, but that seems pretty janky when a lot of api calls can take 20-40 seconds. It looks like when I fire off a bunch of calls over a minute sometimes they all return at nearly the same time causing a spike in quota and I have to pause for about a minute before continuing. this is unpredictable and would make the optimal throughput strategy is one where I severly limit the risk of hitting the rate limit, capping throughput at around 30k TPM. Anecdotally, this is my gut feeling - errors seem to correlate to a flood of responses close together, even though my request frequency is very consistent, as is my request/response size.

We only offer parts sourced directly from the OEM through our contracted relationships - new, used, refurbished, or harvested.

MULTI, INC. exists to provide access to authentic parts, service and technology through our OEM allegiant relationships.

Owning and operating any CT system requires you to plan ahead for critical part failures. If your imaging system is experiencing early warning signs of a potentially...

We only offer parts sourced directly from the OEM through our contracted relationships - new, used, refurbished, or harvested.

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Siemens Healthineers is dedicated to assisting patients, their customers, and partners, with healthcare solutions that address individual needs and concerns. This dedication comes from their management philosophy of “We pioneer breakthroughs in healthcare. For everyone. Everywhere.”

The 11270266 - Straton MX Sigma is a Siemens Healthineers CT tube and is compatible with the following CT system models:

Owning and operating any CT system requires you to plan ahead for critical part failures. If your imaging system is experiencing early warning signs of a potentially failing tube such as humming, error messages, cooling delays, etc, it is likely that you may need to order a replacement CT Tube. Replacing a CT system's tube is an eventuality for any facility that uses this modality.

Using gtp-3.5-turbo, I’m regularly hitting 429 errors (which include my current usage which appears close to the limit, so it’s definitely org-level rate limiting, not global) even though I never exceed 30% of my 90k/minute limit (based on request start times).

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The GE Lightspeed and Discovery CT series of medical scanners are one of the more popular and preferred in the industry.

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I’ve tried a bunch of strategies around scheduling, backoffs and retries but the closest I’ve managed to get to the 90k TPM limit is about 30k TPM before I start seeing cascading failures.