kv-cache : add SWA support (#13194)
* kv-cache : prepare for SWA ggml-ci * kv-cache : initial iSWA implementation ggml-ci * kv-cache : rework error recovery logic ggml-ci * models : fix Phi-3 SWA parameters ggml-ci * model : adjust Granite to rope factor changes ggml-ci * server : check if context can do shifts ggml-ci * iswa : for now, always enable shifts (experiment) ggml-ci * kv-cache : simplify SWA logic ggml-ci * kv-cache : apply defrag when we fail to find slots for the batch ggml-ci * llama : update docs about llama_decode ggml-ci * kv-cache : update warning logs when no space for the batch is available ggml-ci * llama : add llama_kv_self_seq_pos_min() * kv-cache : keep track of partial SWA computes and print warnings * server : disallow use cases involving partial SWA context ggml-ci * llama : add param to control SWA cache size ggml-ci * minor : clean-up ggml-ci
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15 changed files with 1426 additions and 650 deletions
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@ -7,8 +7,8 @@ struct llama_memory_params {
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ggml_type type_k;
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ggml_type type_v;
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// parameters for other types of memory
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// ...
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// use full-size SWA cache
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bool swa_full;
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};
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// general concept of LLM memory
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@ -25,6 +25,7 @@ public:
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virtual void seq_add (llama_seq_id seq_id, llama_pos p0, llama_pos p1, llama_pos delta) = 0;
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virtual void seq_div (llama_seq_id seq_id, llama_pos p0, llama_pos p1, int d) = 0;
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virtual llama_pos seq_pos_min(llama_seq_id seq_id) const = 0;
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virtual llama_pos seq_pos_max(llama_seq_id seq_id) const = 0;
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virtual bool get_can_edit() const = 0;
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