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feat(mtp): add MTP model architecture, converter, and stitcher #2037

feat(mtp): add MTP model architecture, converter, and stitcher

feat(mtp): add MTP model architecture, converter, and stitcher #2037

Triggered via pull request May 26, 2026 15:46
Status Failure
Total duration 5m 44s
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development.yml

on: pull_request
Matrix: integration-tests
Matrix: quality-checks
Matrix: unit-tests
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5 errors and 60 warnings
quality-checks (3.10)
Process completed with exit code 2.
quality-checks (3.13)
The strategy configuration was canceled because "quality-checks._3_10" failed
quality-checks (3.13)
The operation was canceled.
unit-tests (3.10, <5.0.0)
Process completed with exit code 1.
unit-tests (3.10, <5.0.0): tests/unit/convert/test_mtp_converter.py#L163
TestBuildConfig.test_matching_hidden_size_succeeds pydantic_core._pydantic_core.ValidationError: 1 validation error for MTPConfig transformer_layer_config Value error, Unrecognized model identifier: qwen3_5_text. Should contain one of aimv2, aimv2_vision_model, albert, align, altclip, apertus, arcee, aria, aria_text, audio-spectrogram-transformer, autoformer, aya_vision, bamba, bark, bart, beit, bert, bert-generation, big_bird, bigbird_pegasus, biogpt, bit, bitnet, blenderbot, blenderbot-small, blip, blip-2, blip_2_qformer, bloom, blt, bridgetower, bros, camembert, canine, chameleon, chinese_clip, chinese_clip_vision_model, clap, clip, clip_text_model, clip_vision_model, clipseg, clvp, code_llama, codegen, cohere, cohere2, cohere2_vision, colpali, colqwen2, conditional_detr, convbert, convnext, convnextv2, cpmant, csm, ctrl, cvt, d_fine, dab-detr, dac, data2vec-audio, data2vec-text, data2vec-vision, dbrx, deberta, deberta-v2, decision_transformer, deepseek_v2, deepseek_v3, deepseek_vl, deepseek_vl_hybrid, deformable_detr, deit, depth_anything, depth_pro, deta, detr, dia, diffllama, dinat, dinov2, dinov2_with_registers, dinov3_convnext, dinov3_vit, distilbert, doge, donut-swin, dots1, dpr, dpt, edgetam, edgetam_video, edgetam_vision_model, efficientformer, efficientloftr, efficientnet, electra, emu3, encodec, encoder-decoder, eomt, ernie, ernie4_5, ernie4_5_moe, ernie_m, esm, evolla, exaone4, falcon, falcon_h1, falcon_mamba, fastspeech2_conformer, fastspeech2_conformer_with_hifigan, flaubert, flava, flex_olmo, florence2, fnet, focalnet, fsmt, funnel, fuyu, gemma, gemma2, gemma3, gemma3_text, gemma3n, gemma3n_audio, gemma3n_text, gemma3n_vision, git, glm, glm4, glm4_moe, glm4v, glm4v_moe, glm4v_moe_text, glm4v_text, glpn, got_ocr2, gpt-sw3, gpt2, gpt_bigcode, gpt_neo, gpt_neox, gpt_neox_japanese, gpt_oss, gptj, gptsan-japanese, granite, granite_speech, granitemoe, granitemoehybrid, granitemoeshared, granitevision, graphormer, grounding-dino, groupvit, helium, hgnet_v2, hiera, hubert, hunyuan_v1_dense, hunyuan_v1_moe, ibert, idefics, idefics2, idefics3, idefics3_vision, ijepa, imagegpt, informer, instructblip, instructblipvideo, internvl, internvl_vision, jamba, janus, jetmoe, jukebox, kosmos-2, kosmos-2.5, kyutai_speech_to_text, layoutlm, layoutlmv2, layoutlmv3, led, levit, lfm2, lfm2_vl, lightglue, lilt, llama, llama4, llama4_text, llava, llava_next, llava_next_video, llava_onevision, longcat_flash, longformer, longt5, luke, lxmert, m2m_100, mamba, mamba2, marian, markuplm, mask2former, maskformer, maskformer-swin, mbart, mctct, mega, megatron-bert, metaclip_2, mgp-str, mimi, minimax, ministral, mistral, mistral3, mixtral, mlcd, mllama, mm-grounding-dino, mobilebert, mobilenet_v1, mobilenet_v2, mobilevit, mobilevitv2, modernbert, modernbert-decoder, moonshine, moshi, mpnet, mpt, mra, mt5, musicgen, musicgen_melody, mvp, nat, nemotron, nezha, nllb-moe, nougat, nystromformer, olmo, olmo2, olmo3, olmoe, omdet-turbo, oneformer, open-llama, openai-gpt, opt, ovis2, owlv2, owlvit, paligemma, parakeet_ctc, parakeet_encoder, patchtsmixer, patchtst, pegasus, pegasus_x, perceiver, perception_encoder, perception_lm, persimmon, phi, phi3, phi4_multimodal, phimoe, pix2struct, pixtral, plbart, poolformer, pop2piano, prompt_depth_anything, prophetnet, pvt, pvt_v2, qdqbert, qwen2, qwen2_5_omni, qwen2_5_vl, qwen2_5_vl_text, qwen2_audio, qwen2_audio_encoder, qwen2_moe, qwen2_vl, qwen2_vl_text, qwen3, qwen3_moe, qwen3_next, qwen3_omni_moe, qwen3_vl, qwen3_vl_moe, qwen3_vl_moe_text, qwen3_vl_text, rag, realm, recurrent_gemma, reformer, regnet, rembert, resnet, retribert, roberta, roberta-prelayernorm, roc_bert, roformer, rt_detr, rt_detr_resnet, rt_detr_v2, rwkv, sam, sam2, sam2_hiera_det_model, sam2_video, sam2_vision_model, sam_hq, sam_hq_vision_model, sam_vision_model, seamless_m4t, seamless_m4t_v2, seed_oss, segformer, seggpt, sew, sew-d, shieldgemma2, siglip, siglip2, siglip2_vision_model, siglip_vision_model, smollm3, smolvlm, smolvlm_vision, speech-encoder-decoder, speech_to_text, speech_to_text_2, speecht5, splinter, squeezebert, s
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
integration-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.13): .venv/lib/python3.13/site-packages/torch/jit/_script.py#L362
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.
unit-tests (3.10, <5.0.0): .venv/lib/python3.10/site-packages/torch/jit/_script.py#L365
`torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.