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[Bug/Regression]: Mistral Pixtral and Large 2407 not working with large context in 0.6.3post1 (0.6.1post2 works fine) #10199

@RocketRider

Description

@RocketRider

Your current environment

vllm-tgi:
container_name: vllm-tgi
image: vllm/vllm-openai:v0.6.3.post1
restart: always
shm_size: "16gb"
command: "--model /model --served-model-name mistral-large-123b --tensor-parallel-size 4 --port 8081 --api-key kitch_vllm --tokenizer_mode mistral --load_format safetensors --config_format mistral"
ports:
- "8081:8081"
environment:
- HTTP_PROXY=
- HTTPS_PROXY=
- http_proxy=
- https_proxy=
volumes:
- ${PATH_MODEL_GENERATION}:/model
deploy:
resources:
reservations:
devices:
- driver: nvidia
device_ids: [ '0', '1', '2', '3' ]
capabilities: [ gpu ]

Model Input Dumps

No response

🐛 Describe the bug

I tested Mistral-Large-2407 with v0.6.3post1 and got really strange results when using a long context. With small context it worked well.
With v0.6.1post2 everything works as expected.

The output looks like this:

Abbetzeilen:   OFFENDELETZuswelternationalis von dem Aufgültigkeitschiff  OFFENDE OFFENDEUTBereichter:  OFFENDE ENDE OFFENGebsowie die Aufgaben:   OFFENDETAUmeter:   OFFENFOR OFFEN OFFENDESTELLIPS-
Stätzugennt-
Stellungskomitestellung durch den Aufgeler:
22
• räus-
</ AufgStell OFFENG
</
</contextsowie geordnungsfür
</output  OFFENDE
(Aufungsl.zugenä OFFENDESpezioffnung durch den Aufgabarbei. OFFENDE OFFENF   OFFENDE OFFENDE Dokritänder:

</textAufgabenstellt AufgAbbbittungabeitzei.  OFFENDESto Aufgabus  OFFENDEKontroller: Aufgaben: Aufgessen Aufgaben   OFFENDE –  OFFEN) OFFENDE ENDETAusallem OFFEN DE -
</ Aufgaben sicherweiteration:  Aufgabeiten-
</

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