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AXERA-TECH/InternVL3_5-1B_GPTQ_INT4
InternVL3_5-1B_GPTQ_INT4 is a image-text-to-text model from AXERA-TECH. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as bsd-3-clause.
InternVL3.5-1B (InternViT + Qwen3-0.6B) converted to run on the Axera NPU with w4a16 quantization, packaged in ax-llm model-directory format.
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From the Hugging Face model README
InternVL3.5-1B (InternViT + Qwen3-0.6B) converted to run on the Axera NPU with w4a16 quantization, packaged in ax-llm model-directory format.
This repository provides two self-contained ax-llm model directories, one per target chip:
| Directory | Target chip | Image encoder |
|---|---|---|
InternVL3_5-1B_GPTQ_INT4-AX650/ | AX650N (host & AXCL M.2 accelerator) | internvl_vit_model_1x448x448x3.axmodel (NHWC) |
InternVL3_5-1B_GPTQ_INT4-AX620E/ | AX620E | internvl_vit_model_1x448x448x3_ax620e.axmodel |
Each directory is a complete ax-llm model dir:
InternVL3_5-1B_GPTQ_INT4-AX650/
├── config.json # ax-llm runtime config (vlm_type=InternVL3, tokenizer_type=InternVL3_5)
├── internvl3-5-1b_tokenizer.txt # tokenizer
├── post_config.json # sampling config
├── internvl3-5_axmodel/ # LLM: qwen3_p128_l0..l27 (28) + qwen3_post + embed
└── vit-models/ # InternViT image encoder
| Chip | image encoder 448 | ttft | w4a16 |
|---|---|---|---|
| AX650 | 364.412 ms | 883.458 ms | 28.09 tokens/sec |
| AX620E | 2358.956 ms | 3136.54 ms | 7.33 tokens/sec |
Build/obtain the ax-llm runtime: AXera NPU LLM Runtime (ax-llm)
AX650N host or AXCL M.2 accelerator card — pick the -AX650 directory:
# interactive chat
./axllm run InternVL3_5-1B_GPTQ_INT4-AX650
# OpenAI-compatible HTTP server (default port 8000)
./axllm serve InternVL3_5-1B_GPTQ_INT4-AX650
On AXCL, choose the card via AXLLM_DEVICES=<id> or the "devices" field in config.json.
AX620E board — pick the -AX620E directory:
./axllm run InternVL3_5-1B_GPTQ_INT4-AX620E