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koboldcpp/conversion
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Xuan-Son Nguyen 0713275082
mtmd: support Qwen3-TTS (note: breaking change to llama-tts binary) (#26254) 
* convert text model

* main model load ok

* convert encoder ok

* speaker encoder loading ok

* speaker enc graph

* adapt vocab for backbone (with some tricks)

* add suppress_tokens

* poc new mtmd gen api

* convert code_predictor to gguf

* load gen_code model ok

* add clip_encode

* wire up

* code gen cgraph init version

Co-authored-by: Pascal <admin@serveurperso.com>

* code2wav convert to gguf

* code2wav graph ok

* wire up in/out

* (wip) subgraph

* wire up

* wip, correct code2wav

* demo (to be removed)

* code2wav preserve kv between calls

* demo voice clone

* llama: add llama_model_get_tok_embd

* mtmd_helper_gen_audio API

* fix clamp cold prefix

Co-authored-by: Pascal <admin@serveurperso.com>

* fuse snake op

Co-authored-by: Pascal <admin@serveurperso.com>

* demo: use proper sampling

* update dev docs

* polymorphism helper

* revamp llama-tts binary

* update docs

* fix compile

* fix lint

* nits

* add guide + docs

* more timings info

* clean up code comments

* security fixes

* update docs

* use ggml_build_forward_select, clean up comments

* fix ci

* use ISO 639-1 language code

* rename CODE2WAV --> GEN_WAV, update docs

* clean up

* clean up tts.cpp

* add seq_id

* add step_prompt()

* mtmd_helper_model_can_chat

* clean up comments

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2026-08-04 17:26:15 +02:00
..
__init__.py mtmd: support Qwen3-TTS (note: breaking change to llama-tts binary) (#26254) 2026-08-04 17:26:15 +02:00
afmoe.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
arctic.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
baichuan.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
bailingmoe.py convert : more consistent handling of rope_parameters (#24833) 2026-06-20 13:42:36 +03:00
base.py model: Add MiniMax-M3 (MSA: MiniMax Sparse Attention) support (#24908) 2026-07-26 19:43:45 +02:00
bert.py conversion: fix non-MoE NomicBert GGUF conversion error (#25996) 2026-07-23 11:01:35 +08:00
bitnet.py conversion: accept BitNetForCausalLM architecture name (#25769) 2026-07-16 16:24:47 +03:00
bloom.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
chameleon.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
chatglm.py convert : import bytes_to_unicode from convert_slow_tokenizer (#26217) 2026-08-04 10:34:30 +03:00
codeshell.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
cogvlm.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
command_r.py Add arch support for cohere2-MoE (#24260) 2026-06-13 19:49:00 +02:00
dbrx.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
deci.py convert : more consistent handling of rope_parameters (#24833) 2026-06-20 13:42:36 +03:00
deepseek.py chat : add new template for DeepSeek V4 Flash 0731 (#26398) 2026-08-03 17:59:11 -05:00
dots1.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
dotsocr.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
dream.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
ernie.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
exaone.py convert : more consistent handling of rope_parameters (#24833) 2026-06-20 13:42:36 +03:00
falcon.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
falcon_h1.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
gemma.py convert : more consistent handling of rope_parameters (#24833) 2026-06-20 13:42:36 +03:00
glm.py model : support MTP in GLM-4.7-Flash (#24868) 2026-08-03 20:27:52 +02:00
gpt2.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
gpt_oss.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
gptneox.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
granite.py model: Granite Speech Plus (#24818) 2026-06-23 12:03:31 +02:00
grok.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
grovemoe.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
hunyuan.py convert: fix handle HunyuanVL XD-RoPE config (#25514) 2026-07-22 00:42:35 +02:00
internlm.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
internvl.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
jais.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
jamba.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
januspro.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
kimi_linear.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
kimivl.py mtmd: add GLM-5.2-Vision (#26126) 2026-07-26 20:43:51 +02:00
laguna.py Add support for Laguna XS.2 & M.1 (#25165) 2026-07-22 09:54:08 +08:00
lfm2.py model : Add LFM2.5-ColBERT-350M and LFM2.5-Embedding-350M (#24913) 2026-06-24 09:49:46 +03:00
lighton_ocr.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
llada.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
llama.py convert : add missing return after setting tekken vocab (#25947) 2026-08-04 11:41:18 +03:00
llama4.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
llava.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
maincoder.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
mamba.py mamba2: remove hardcoded 2x expansion factor and invalid d_inner % d_state check (#23082) 2026-06-26 08:50:54 +03:00
mellum.py model: add Mellum architecture (#23966) 2026-06-02 22:11:12 +03:00
mimo.py mtmd: support MiMo-V2.5 audio input (RVQ-based model) (#26190) 2026-07-27 23:17:09 +02:00
minicpm.py mtmd: add minicpmv46 downsample (#25993) 2026-08-01 13:38:36 +02:00
minimax.py mtmd: Add Vision Support for Minimax-M3 (#25113) 2026-07-27 01:44:41 +02:00
mistral.py convert : fix conversion for Mistral-Medium-3.5-128B (#24268) 2026-06-07 21:41:39 +02:00
mistral3.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
mpt.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
nanbeige.py model: Add support for Nanbeige4.2 (#25994) 2026-07-27 17:04:18 +02:00
nemotron.py mtmd : add Nemotron 3 Nano Omni support (parakeet) (#22520) 2026-07-28 17:20:25 +02:00
olmo.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
openelm.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
orion.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
pangu.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
phi.py convert : more consistent handling of rope_parameters (#24833) 2026-06-20 13:42:36 +03:00
pixtral.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
plamo.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
plm.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
qwen.py convert : import bytes_to_unicode from convert_slow_tokenizer (#26217) 2026-08-04 10:34:30 +03:00
qwen3tts.py mtmd: support Qwen3-TTS (note: breaking change to llama-tts binary) (#26254) 2026-08-04 17:26:15 +02:00
qwen3vl.py convert : fix Qwen3 ASR conversion (#23081) 2026-05-15 18:38:39 +02:00
qwenvl.py conversion: fix Qwen2.5-Omni mmproj conversion regression (#26262) 2026-07-29 12:53:44 +02:00
refact.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
rwkv.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
sarashina2.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
smallthinker.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
smolvlm.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
stablelm.py convert : more consistent handling of rope_parameters (#24833) 2026-06-20 13:42:36 +03:00
starcoder.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
step3.py convert_hf_to_gguf: support split MTP export for HY V3 (#25641) 2026-07-14 11:43:15 +02:00
t5.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
talkie.py model : add support for talkie-1930-13b (#22596) 2026-05-26 07:57:38 +03:00
ultravox.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
wavtokenizer.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
xverse.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00
youtuvl.py Refactor: convert_hf_to_gguf.py (#17114) 2026-05-15 15:18:12 +02:00