1.5.0.dev20260811000841

Installation

Via PyPI

pip install pjrt-plugin-tt==1.5.0.dev20260811000841 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install vllm-tt==1.5.0.dev20260811000841 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Via Docker

docker pull ghcr.io/tenstorrent/tt-xla-slim:1.5.0.dev20260811000841

What's Changed

What's Changed

• Reenable tracy in tt-xla - Revert "Temporarily disable profiling for manylinux (released) whl to solve tracy host memory leak (#5663)" by @jameszianxuTT in #5919
• Add galaxy-bh forge-model CI support and DeepSeek-V2-Chat TP by @devisettymahidhar608 in #5825
• Increase qb2 weekly TP parallel-groups to 4 by @devisettymahidhar608 in #5922
• Lower required_pcc to 0.97 for yolop and xtts_v2 hifigan_decoder by @ctr-pmuruganTT in #5924
• [CI] Fix skipped perf tests by @nsumrakTT in #5925
• [vllm] Sharded topk sampling for 2D mesh TP inference by @alinakhanTT in #5004

Full Changelog: 1.5.0.dev20260810000801...1.5.0.dev20260811000841

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LLM Performance

Model	Token/sec/user	Batch	Token/sec	ttft (ms)	Hardware

Non-LLM Performance

Model	Batch	Sample/sec	Hardware

Model coverage

Info: Full list of supported models is available in the assets section.

Model task	Model architecture	Model variant	Model framework	Inference	Training	n150	n300	p150	Single device	Data parallel	Tensor parallel	Model source
nlp causal lm	Llama	3.2 1B	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv object det	OWL-ViT	Base Patch32	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv image cls	VoVNet	Ese Vovnet19b Dw.ra In1k	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Falcon	3 7B Base	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
cv image cls	ResNet	ResNet50 HuggingFace High Resolution	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv image cls	MNIST	Cnn Dropout	jax	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5	3B Instruct	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
cv object det	Attention DenseUNet	Base	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Falcon	3 10B Base	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
cv image cls	MobileNetV1	Mobilenet v1	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5	1.5B Instruct	jax	✅	❌	✅	✅	✅	✅	❌	✅	View Source
nlp causal lm	Qwen 2.5	1.5B Instruct	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Mistral	Large INSTRUCT 2411	pytorch	✅	❌	❌	❌	❌	❌	❌	✅	View Source
nlp embed gen	Qwen 3	Embedding 8B	pytorch	✅	❌	✅	✅	✅	✅	❌	✅	View Source
nlp causal lm	Gemma	2 2B IT	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv object det	TransFuser	None	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5 Coder	3B Instruct	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	olmo_3	3 32b think	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Qwen 2.5	32B Instruct	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
cv image cls	Swin	S	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Gemma	1.1 2B IT	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
mm image text similarity	SigLIP	Base Patch16 224	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	SOLAR-10_7B	10 7B Instruct v1.0	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
nlp causal lm	Qwen 3	32B	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
cv image seg	Ultra-Fast Lane Detection	TuSimple ResNet18 Backbone	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Mistral	Magistral Small 2506	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Mistral	Ministral 8B Instruct	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
cv image cls	MNIST	Cnn Dropout	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Phi-3	Mini Instruct	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 3	1 7B	pytorch	✅	❌	✅	✅	✅	✅	❌	✅	View Source
nlp causal lm	GPT-2	Base	jax	✅	❌	✅	❌	✅	✅	❌	❌	View Source
mm visual qa	Llama	3.2 11B Vision	pytorch	✅	❌	❌	❌	✅	✅	❌	❌	View Source
cv image cls	MNIST	Cnn Nodropout	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5	3B Instruct	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
mm image text similarity	CLIP	Base Patch16	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 3	14B	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
cv image cls	VGG	HF Vgg19	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
mm tts	xtts_v2	conditioning	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
mm tts	xtts_v2	speaker encoder	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Gemma	2 9B IT	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
nlp causal lm	Qwen 3	4B	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Gemma	1.1 7B IT	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
cv image cls	ViT	Base	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Llama	3.1 8B Instruct	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
nlp causal lm	Mistral	7B INSTRUCT v03	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
nlp causal lm	olmo_3	3 7b think	pytorch	✅	❌	❌	❌	✅	✅	❌	❌	View Source
nlp causal lm	Phi-1.5	Phi 1 5	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5	7B Instruct	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
cv image seg	VGG19-UNet	base	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	GPT-OSS	20B	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Phi-1	Phi 1	jax	✅	❌	✅	✅	✅	✅	❌	✅	View Source
cv object det	ssd512	ssd512	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
conditional generation	U-Net for Conditional Generation	Base	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Phi-1	Phi 1	pytorch	❌	✅	❌	❌	✅	✅	❌	❌	View Source
nlp causal lm	Phi-1	Phi 1	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5	14B Instruct	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
mm tts	xtts_v2	gpt decode	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Llama	3.1 70B Instruct	pytorch	✅	❌	❌	❌	❌	❌	❌	✅	View Source
nlp embed gen	FLUX	ClipTextEncoder	pytorch	✅	❌	❌	❌	❌	✅	❌	❌	Source not available
nlp causal lm	Llama	3.1 70B	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Qwen 2.5 Coder	32B Instruct	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Llama LoRA	3.2 1B	pytorch	❌	✅	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 3	1 7B	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Mistral	Nemo INSTRUCT 2407	pytorch	✅	❌	❌	✅	✅	✅	❌	✅	View Source
nlp causal lm	Qwen 2.5	3B	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp token cls	BiLSTM-CRF	Default	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv image cls	MNIST	Cnn Batchnorm	jax	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Gemma	2 27B IT	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
cv object det	PointPillars	pointpillars	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Qwen 2.5	0.5B Instruct	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv object det	YOLOS Small	Small	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv object det	DETR	ResNet50 Backbone	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Llama	3.2 3B	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv image cls	MNIST	Mlp Custom 1x2	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Phi-2	Phi 2	jax	✅	❌	❌	✅	❌	❌	❌	✅	View Source
cv object det	YOLOP	Default	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
nlp causal lm	Mistral	Small 24B INSTRUCT 2501	pytorch	✅	❌	❌	✅	❌	❌	❌	✅	View Source
nlp causal lm	Falcon	3 1B Base	pytorch	✅	❌	✅	✅	✅	✅	❌	✅	View Source
cv image cls	DINOv2	Small	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source
cv image cls	SegFormer	Mit B0	pytorch	✅	❌	✅	❌	✅	✅	❌	❌	View Source