Hello I was wondering, do anyone know if it is possible to pass image as input ? - Cloudflare Developers

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Sergey

S

Sergey•5/20/24, 6:04 AM

Hey! Is there any rough ETA when text2img models will get out of beta?

SciCat

SSciCat Hello I was wondering, do anyone know if it is possible to pass image as input ?

AngusMa

A

AngusMa•5/20/24, 2:06 PM

@cf/llava-hf/llava-1.5-7b-hf@cf/llava-hf/llava-1.5-7b-hf and @cf/unum/uform-gen2-qwen-500m@cf/unum/uform-gen2-qwen-500m accept an image as input.
https://developers.cloudflare.com/workers-ai/models/#image-to-text

Cloudflare Docs

Models · Cloudflare Workers AI docs

Browse our entire catalog of models.

AngusMa

A

AngusMa•5/20/24, 2:11 PM

The model bge-large-en-v1.5bge-large-en-v1.5 appears on the model list, but not on the dashboard.
Was it forgotten?

AngusMa

AAngusMa The model `bge-large-en-v1.5` appears on the model list, but not on the dashboar...

Raylight

R

Raylight•5/20/24, 2:31 PM

@cf/openchat/openchat-3.5-0106@cf/openchat/openchat-3.5-0106, @cf/qwen/qwen1.5-14b-chat-awq@cf/qwen/qwen1.5-14b-chat-awq, @hf/google/gemma-7b-it@hf/google/gemma-7b-it are also gone. Seems like the dashboard has a limit of 50 models.

michelle

Mmichelle taking a look - definitely not the intention.

Chaika

C

Chaika•5/20/24, 6:10 PM

you've probably already figured it out, but fwiw the per_page query param on the search models endpoint has been broken for a while, I forgot to mention it and have just been working around it lol, it's always 50 no matter what you specify (in this case, the dash is trying 1000, but getting 50 back, and clicking through the list pages in the dash isn't paginating via the api)

Mrinank

M

Mrinank•5/20/24, 7:32 PM

can we use pinecone or upstash vector db in cf workers??

Mrinank

MMrinank can we use pinecone or upstash vector db in cf workers??

Mrinank

M

Mrinank•5/20/24, 7:35 PM

Getting an error while connecting : const pinecone = new Pinecone({ apiKey: '' });

[ERROR] Error compiling schema, function code: const schema2 = scope.schema[2];const schema1 = scope.schema[1]......

X [ERROR] Error in fetch handler: EvalError: Code generation from strings disallowed for this context

[ERROR] Error compiling schema, function code: const schema2 = scope.schema[2];const schema1 = scope.schema[1]......

X [ERROR] Error in fetch handler: EvalError: Code generation from strings disallowed for this context

Mrinank

MMrinank Getting an error while connecting : **const pinecone = new Pinecone({ apiKey: ''...

Isaac McFadyen

I

Isaac McFadyen•5/20/24, 8:50 PM

evaleval or new Functionnew Function cannot be used in Workers for security reasons. Based on the error message I assume it's trying to do some sort of schema validation which often uses new Function.

Isaac McFadyen

I

Isaac McFadyen•5/20/24, 8:51 PM

If you have control over it then you can switch to a schema library that doesn't use new Function but if it's part of the pinecode library then that on't work.

Isaac McFadyen

I

Isaac McFadyen•5/20/24, 8:51 PM

You might be able to manually connect to Pinecone over HTTP if they have an HTTP API, or (more work) over TCP if needed.

lui

Llui Hi! I'm evaluating the usage of Whisper from a cloudflare worker for the company...

catnaut.

C

catnaut.•5/21/24, 7:45 AM

encountered a similar issue. From my reading of the documentation, it seems that the only required input parameter is audio. However, I'm also interested in utilizing other parameters such as prompt, which are crucial for standardizing transcription format and providing hot words. Can anyone guide me on how to use these additional parameters with Whisper? Additionally, I'm looking for an OpenAI-compatible whisper endpoint, so I can migrate OpenAI services to Cloudflare. Any help would be greatly appreciated!

falex

F

falex•5/23/24, 5:33 PM

I am working using '@hf/meta-llama/meta-llama-3-8b-instruct' in stream mode. the JSON answer has the below structure : data: {"response":" to","p":"abcdef"}
data: {"response":"Once","p":"abcdef"} . I not sure what's means the "p" parameter . any comments

falex

F

falex•5/23/24, 5:34 PM

For example in this case "p" has a single letter data: {"response":" this","p":"a"}

falex

Ffalex For example in this case "p" has a single letter data: {"response":" this","p":...

Chaika

C

Chaika•5/23/24, 5:42 PM

https://blog.cloudflare.com/ai-side-channel-attack-mitigated

The Cloudflare Blog

Mitigating a token-length side-channel attack in our AI products

The Workers AI and AI Gateway team recently collaborated closely with security researchers at Ben Gurion University regarding a report submitted through our Public Bug Bounty program. Through this process, we discovered and fully patched a vulnerability affecting all LLM providers. Here’s the story

Chaika

C

Chaika•5/23/24, 5:42 PM

it's a defense against that pp is just random data

noman

Nnoman i'm often getting these cancelled responses inside my worker with no info about ...

jason

J

jason•5/24/24, 5:48 AM

@noman did you figure out why this is happening, I"m getting the same thing today with no reason as to why it might be happening?

POST http://workers-binding.ai/run?version=3 - Canceled @ 24/05/2024, 06:28:16POST http://workers-binding.ai/run?version=3 - Canceled @ 24/05/2024, 06:28:16

scotto

S

scotto•5/24/24, 5:24 PM

any news on the whisper webm format support? seems be reported several times on discord , quite importnat for web support

Isaac McFadyen

IIsaac McFadyen https://developer.mozilla.org/en-US/docs/Web/API/MediaRecorder/MediaRecorder#mim...

Isaac McFadyen

I

Isaac McFadyen•5/24/24, 10:44 PM

@scotto have you tried this? I know you're targeting mobile and I'm not sure this will work on mobile, but it's definitely worth a shot since it might be a while still until WebM support is added natively to Workers AI.

Luca (steebchen)

L

Luca (steebchen)•5/26/24, 6:32 PM

Is there a way to use the AI gateway URL with AI workers in an OpenAI compatible way? It seems like workers AI has a different response and thus I can't just swap out my openai routes with CF AI when using AI gateway :/
there is this https://developers.cloudflare.com/workers-ai/configuration/open-ai-compatibility/ but it seems it doesn't work this way with AI gateway, because these URLs are fixed including the model name and do not expect /embeddings or /chat/completions

DISPLAY NAME

D

DISPLAY NAME•5/27/24, 2:52 AM

anyone tested finetune mistral with using collab t4 gpu? im not sure if it is not capable to do that and need to subscribe pro due to this error im having "subprocess.CalledProcessError: Command '['/usr/bin/python3', '-m', 'autotrain.trainers.clm', '--training_config', 'my-autotrain-llm/training_params.json']' died with <Signals.SIGKILL: 9>." or basically collab need more ram?

Screenshot_2024-05-27_at_10.44.21.png

DISPLAY NAME

D

DISPLAY NAME•5/27/24, 2:53 AM

this is using autotrain huggingface suggested in documentation

Liudmila

LLiudmila In SDXL-lightning if I read the docs correctly you don't specify the width & hei...

Raylight

R

Raylight•5/27/24, 12:17 PM

Afaik, Cloudflare is running the 1-step version so I'd expect it to be faster, but yeah.. width, height (as well as other parameters and features not yet but team said params are on the would be nice.

Raylight

R

Raylight•5/27/24, 12:18 PM

On the topic of https://developers.cloudflare.com/workers-ai/models/stable-diffusion-xl-lightning/. Noticed that the model now returns (heavily) compressed JPGs instead of PNGs. Is this intentional?

Raylight

RRaylight On the topic of <https://developers.cloudflare.com/workers-ai/models/stable-diff...

James

J

James•5/27/24, 3:33 PM

cc @michelle

whakamolenz

W

whakamolenz•5/28/24, 12:45 AM

We are considering migrating our existing Azure Whisper integration to use Cloudflare Whisper model instead. We have both setup but finding Cloudflare whisper seems to be less accurate. Technically is there a difference in the model that could cause this?

whakamolenz

Wwhakamolenz We are considering migrating our existing Azure Whisper integration to use Cloud...

Isaac McFadyen

I

Isaac McFadyen•5/28/24, 2:29 AM

Cloudflare's Whisper model is the basebase version of the model. Depending on what you're using on Azure it maybe be more accurate (I believe above base there is smallsmall, mediummedium, and largelarge, all of which will be more accurate)

Isaac McFadyen

IIsaac McFadyen Cloudflare's Whisper model is the `base` version of the model. Depending on what...

whakamolenz

W

whakamolenz•5/28/24, 3:01 AM

ok thanks for the info

michelle

Mmichelle we are working to make it configurable per request

James

J

James•5/28/24, 4:16 PM

will it default back to png as documented?

Tempo

T

Tempo•5/28/24, 8:05 PM

Hi, I have a question about links between AI and R2. I want to use a model for captioning images from R2, do I have to make a fetch in my worker code of the R2 image path before sending it to cf AI or is there a better way?
(example : https://developers.cloudflare.com/workers-ai/models/uform-gen2-qwen-500m/)

kNite

K

kNite•5/29/24, 12:19 AM

Hi, I have a problem with Cloudflare Workers + Hono + Cloudflare AI, I have a route defined (i.e. /v1/chat/completions) and when the user triggers that route I try to run env.AI.run([model], [etc]), but I get this error: TypeError: Cannot read properties of undefined (reading 'AI')TypeError: Cannot read properties of undefined (reading 'AI'). This is my Env interface:

interface Env {
    AI: any;
}

const env = (globalThis as any).env as Env

interface Env {
    AI: any;
}

const env = (globalThis as any).env as Env

Also tried removing the const env = [...]const env = [...] and running AI inside a function with function exampleFunction(env: Env)function exampleFunction(env: Env) but it also didn't work.

liuxiaohua72

L

liuxiaohua72•5/29/24, 12:39 AM

Is it possible for workers-ai to support OpenAI format API?

James

JJames will it default back to png as documented?

James

J

James•5/30/24, 3:59 PM

any updates here @michelle ? Is this an expected breaking change, or will this be reverted back to png?

[ERROR] Error compiling schema, function code: const schema2 = scope.schema[2];const schema1 = scope.schema[1]......

X [ERROR] Error in fetch handler: EvalError: Code generation from strings disallowed for this context

[ERROR] Error compiling schema, function code: const schema2 = scope.schema[2];const schema1 = scope.schema[1]......

X [ERROR] Error in fetch handler: EvalError: Code generation from strings disallowed for this context