danielhanchen d4a943f9a5 qwen4exp: tidy comments and simplify image token read ...

Rewrite the comments this series adds to the AGENTS.md rules: one or two lines,
no prose hard-wrapped mid-sentence, no narrative or history, and no comment that
only restates the code. Net 146 fewer comment lines, no code change.

Correct the PLE image comment: mtmd does not consume the placeholder ids. An
image is decoded as an embeddings-only batch, so ubatch->token is null and the
per-position ids never exist here. gemma3n and gemma4 hit the same case and
stand in row 0 of per_layer_token_embd; qwen4exp stands in the configured image
token id instead.

Read image_token_id straight from self.hparams in the converter. base.py merges
text_config into the root of hparams, and the key sits at the root of
config.json, so the config.json re-read was redundant.

(cherry picked from commit 205840c12169057da3e8d2f65ec4ceec3e18b980)

2026-08-27 00:45:01 +00:00

..

__init__.py

gguf: add qwen4exp (Qwen3.8-Flash-Next) arch and converter

2026-08-26 13:40:35 +00:00

afmoe.py

convert: add @ModelBase.example (#27208)

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arctic.py

convert: add @ModelBase.example (#27208)

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baichuan.py

convert: add @ModelBase.example (#27208)

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bailingmoe3.py

convert: add @ModelBase.example (#27208)

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bailingmoe.py

convert: add @ModelBase.example (#27208)

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base.py

convert: add @ModelBase.example (#27208)

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bert.py

convert: add @ModelBase.example (#27208)

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bitnet.py

convert: add @ModelBase.example (#27208)

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bloom.py

convert: add @ModelBase.example (#27208)

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chameleon.py

convert: add @ModelBase.example (#27208)

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chatglm.py

convert: add @ModelBase.example (#27208)

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codeshell.py

convert: add @ModelBase.example (#27208)

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cogvlm.py

convert: add @ModelBase.example (#27208)

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command_r.py

convert: add @ModelBase.example (#27208)

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dbrx.py

convert: add @ModelBase.example (#27208)

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deci.py

convert: add @ModelBase.example (#27208)

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deepseek.py

convert: add @ModelBase.example (#27208)

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dots1.py

convert: add @ModelBase.example (#27208)

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dots3.py

mtmd: support dots3-note vision+audio (#27524)

2026-08-22 10:35:50 +02:00

dotsocr.py

convert: add @ModelBase.example (#27208)

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dream.py

convert: add @ModelBase.example (#27208)

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ernie.py

convert: add @ModelBase.example (#27208)

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exaone.py

convert: add @ModelBase.example (#27208)

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falcon_h1.py

convert: add @ModelBase.example (#27208)

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falcon.py

convert: add @ModelBase.example (#27208)

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gemma.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

glm.py

convert: fix GLM regression in index_tensors (#27655)

2026-08-24 13:21:00 +03:00

gpt2.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

gpt_oss.py

convert: add @ModelBase.example (#27208)

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gptneox.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

granite.py

model : GraniteSWAForCausalLM / GraniteMoeSWAForCausalLM (#25505)

2026-08-19 16:53:31 +02:00

grok.py

convert: add @ModelBase.example (#27208)

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grovemoe.py

convert: add @ModelBase.example (#27208)

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hunyuan.py

convert: add @ModelBase.example (#27208)

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internlm.py

convert: add @ModelBase.example (#27208)

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internvl.py

convert: add @ModelBase.example (#27208)

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jais.py

convert: add @ModelBase.example (#27208)

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jamba.py

convert: add @ModelBase.example (#27208)

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januspro.py

convert: add @ModelBase.example (#27208)

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kimi_k3.py

convert: add @ModelBase.example (#27208)

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kimi_linear.py

convert: add @ModelBase.example (#27208)

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kimivl.py

convert: add @ModelBase.example (#27208)

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laguna.py

convert: add @ModelBase.example (#27208)

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lfm2.py

convert: add @ModelBase.example (#27208)

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lighton_ocr.py

convert: add @ModelBase.example (#27208)

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llada.py

convert: add @ModelBase.example (#27208)

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llama4.py

convert: add @ModelBase.example (#27208)

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llama.py

convert: add @ModelBase.example (#27208)

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llava.py

convert: add @ModelBase.example (#27208)

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maincoder.py

convert: add @ModelBase.example (#27208)

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mamba.py

convert: add @ModelBase.example (#27208)

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mellum.py

convert: add @ModelBase.example (#27208)

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mimo.py

convert: add @ModelBase.example (#27208)

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minicpm.py

convert: add @ModelBase.example (#27208)

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minimax.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

mistral3.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

mistral.py

convert : fix conversion for Mistral-Medium-3.5-128B (#24268)

2026-06-07 21:41:39 +02:00

mpt.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

muse_glimmer.py

convert: add @ModelBase.example (#27208)

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nanbeige.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

nemotron.py

conversion : fix Nemotron 3.5 Lightning layers (#27729)

2026-08-26 12:05:31 +02:00

olmo.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

openelm.py

convert: add @ModelBase.example (#27208)

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orion.py

convert: add @ModelBase.example (#27208)

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pangu.py

convert: add @ModelBase.example (#27208)

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phi.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

pixtral.py

Refactor: convert_hf_to_gguf.py (#17114)

2026-05-15 15:18:12 +02:00

plamo.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

plm.py

convert: add @ModelBase.example (#27208)

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pockettts.py

convert: add @ModelBase.example (#27208)

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qwen3tts.py

convert: add @ModelBase.example (#27208)

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qwen3vl.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

qwen4exp.py

qwen4exp: tidy comments and simplify image token read

2026-08-27 00:45:01 +00:00

qwen.py

model : support DSpark for bailingmoe3 (#27508)

2026-08-22 12:19:48 +03:00

qwenvl.py

convert: add @ModelBase.example (#27208)

2026-08-17 10:15:11 +02:00

refact.py

convert: add @ModelBase.example (#27208)

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rwkv.py

convert: add @ModelBase.example (#27208)

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sarashina2.py

convert: add @ModelBase.example (#27208)

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smallthinker.py

convert: add @ModelBase.example (#27208)

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smolvlm.py

convert: add @ModelBase.example (#27208)

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stablelm.py

convert: add @ModelBase.example (#27208)

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starcoder.py

convert: add @ModelBase.example (#27208)

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step3.py

convert: add @ModelBase.example (#27208)

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t5.py

convert: add @ModelBase.example (#27208)

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talkie.py

convert: add @ModelBase.example (#27208)

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ultravox.py

convert: add @ModelBase.example (#27208)

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wavtokenizer.py

convert: add @ModelBase.example (#27208)

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xverse.py

convert: add @ModelBase.example (#27208)

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youtuvl.py

convert: add @ModelBase.example (#27208)

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