llama: dynamic head_dim and n_rot for SWA (#20301)
* llama: dynamic head_dim and n_rot for SWA * also add gguf_writer wrappers * fix build * build_rope_shift arg reorder
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+12
-8
@@ -2876,19 +2876,23 @@ llama_context * llama_init_from_model(
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if (params.flash_attn_type == LLAMA_FLASH_ATTN_TYPE_AUTO && ggml_is_quantized(params.type_k)) {
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const uint32_t blck_size = ggml_blck_size(params.type_k);
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if (model->hparams.n_embd_head_k % blck_size != 0) {
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LLAMA_LOG_ERROR("%s: K cache type %s with block size %u does not divide n_embd_head_k=%u\n",
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__func__, ggml_type_name(params.type_k), blck_size, model->hparams.n_embd_head_k);
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return nullptr;
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for (uint32_t il = 0; il < model->hparams.n_layer; ++il) {
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if (model->hparams.n_embd_head_k(il) % blck_size != 0) {
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LLAMA_LOG_ERROR("%s: K cache type %s with block size %u does not divide n_embd_head_k=%u\n",
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__func__, ggml_type_name(params.type_k), blck_size, model->hparams.n_embd_head_k(il));
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return nullptr;
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}
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}
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}
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if (params.flash_attn_type == LLAMA_FLASH_ATTN_TYPE_AUTO && ggml_is_quantized(params.type_v)) {
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const uint32_t blck_size = ggml_blck_size(params.type_v);
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if (model->hparams.n_embd_head_v % blck_size != 0) {
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LLAMA_LOG_ERROR("%s: V cache type %s with block size %u does not divide n_embd_head_k=%u\n",
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__func__, ggml_type_name(params.type_v), blck_size, model->hparams.n_embd_head_v);
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return nullptr;
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for (uint32_t il = 0; il < model->hparams.n_layer; ++il) {
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if (model->hparams.n_embd_head_v(il) % blck_size != 0) {
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LLAMA_LOG_ERROR("%s: V cache type %s with block size %u does not divide n_embd_head_v=%u\n",
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__func__, ggml_type_name(params.type_v), blck_size, model->hparams.n_embd_head_v(il));
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return nullptr;
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}
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}
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}
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