model: add GLM-5-Next (GLM-5.3-Flash) - #27754

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danielhanchen wants to merge 40 commits into

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unslothai:glm5next/upstream

Commits on Aug 26, 2026

llama: load glm5next hparams and tensors

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a505a75
llama: add glm5next mHC wide residual

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9e1cc20
llama: add glm5next KDA linear attention
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20a8077
llama: add glm5next MoE feed-forward with clamped SwiGLU
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1d99a5a
llama: add glm5next dense DSA attention
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f320a28
llama: save the indexer kpool and hyper-connection keys
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7f2560e
test-llama-archs: enable glm5next
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cd69d60
llama: assert the glm5next indexer selection width
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6a58359
glm5next: trim DSA dense comments
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3841592
llama: third kv cache for the glm5next lightning indexer
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2db8295
glm5next: trim pooled indexer comments
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839597c
glm5next: lightning indexer graph, pooled sparse selection

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8c49836
mtmd: don't normalize patch embeddings when norm_embd is absent
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fe95953
convert: refuse to write a GGUF with zero tensors
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582fe81
mtmd: add glm5next (GLM-5.3-Flash) vision tower
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9901ab4
mtmd: implement the glm5next 0826 image preprocessor
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41cd923
mtmd: resample glm5next images with bicubic, matching the reference
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02fa4a4
llama: enable ignore_merges for the glm4 pre-tokenizer

danielhanchen
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81e3e67
llama: shorten comment
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2d9570d
glm5next: repair conflict resolution from the rebase onto master
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6c59f9b

Commits on Aug 27, 2026

glm5next: do not inherit deepseek4's n_embd_out
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eab9ee9
glm5next: keep precision-sensitive tensors at source precision
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869e878
glm5next: restore the vision preprocessor tests
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282ef61
glm5next: fix E301 lint in gguf_writer
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cadbe97
glm5next: pool the indexer per sequence so a unified KV cache works
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204fa70
glm5next: test the per-sequence pool runs instead of the old refusal
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ef531f8
glm5next: store the indexer selection masks in f16

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e88c92d
glm5next : use the fused lightning indexer for the pool scores

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2e0e57f

Commits on Aug 28, 2026

Commits on Aug 30, 2026

Commits on Aug 31, 2026

glm5next: cut comments
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949f7ef

Commits on Sep 4, 2026

Fix merge conflicts
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caeff2e
conversion: drop the double blank lines flake8 flags in glm5next
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629b505