@@ -148,6 +148,12 @@ def byref(obj: CtypesCData, offset: Optional[int] = None) -> CtypesRef[CtypesCDa
148148 ctypes .c_bool , ctypes .c_void_p , ctypes .c_bool , ctypes .c_void_p
149149)
150150
151+ # // Abort callback
152+ # // If not NULL, called before ggml computation
153+ # // If it returns true, the computation is aborted
154+ # typedef bool (*ggml_abort_callback)(void * data);
155+ ggml_abort_callback = ctypes .CFUNCTYPE (ctypes .c_bool , ctypes .c_void_p )
156+
151157# llama.h bindings
152158
153159_lib .llama_max_devices .argtypes = []
@@ -560,10 +566,16 @@ class llama_model_params(ctypes.Structure):
560566# enum ggml_type type_v; // data type for V cache
561567
562568# // Keep the booleans together to avoid misalignment during copy-by-value.
563- # bool logits_all; // the llama_eval () call computes all logits, not just the last one (DEPRECATED - set llama_batch.logits instead)
569+ # bool logits_all; // the llama_decode () call computes all logits, not just the last one (DEPRECATED - set llama_batch.logits instead)
564570# bool embedding; // embedding mode only
565571# bool offload_kqv; // whether to offload the KQV ops (including the KV cache) to GPU
566572# bool do_pooling; // whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)
573+
574+ # // Abort callback
575+ # // if it returns true, execution of llama_decode() will be aborted
576+ # // currently works only with CPU execution
577+ # ggml_abort_callback abort_callback;
578+ # void * abort_callback_data;
567579# };
568580class llama_context_params (ctypes .Structure ):
569581 """Parameters for llama_context
@@ -591,6 +603,8 @@ class llama_context_params(ctypes.Structure):
591603 embedding (bool): embedding mode only
592604 offload_kqv (bool): whether to offload the KQV ops (including the KV cache) to GPU
593605 do_pooling (bool): whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)
606+ abort_callback (ggml_abort_callback): abort callback if it returns true, execution of llama_decode() will be aborted
607+ abort_callback_data (ctypes.ctypes.c_void_p): data for abort_callback
594608 """
595609
596610 _fields_ = [
@@ -616,6 +630,8 @@ class llama_context_params(ctypes.Structure):
616630 ("embedding" , ctypes .c_bool ),
617631 ("offload_kqv" , ctypes .c_bool ),
618632 ("do_pooling" , ctypes .c_bool ),
633+ ("abort_callback" , ggml_abort_callback ),
634+ ("abort_callback_data" , ctypes .c_void_p ),
619635 ]
620636
621637
@@ -1703,8 +1719,24 @@ def llama_set_n_threads(
17031719 """
17041720 ...
17051721
1722+ # // Set abort callback
1723+ # LLAMA_API void llama_set_abort_callback(struct llama_context * ctx, ggml_abort_callback abort_callback, void * abort_callback_data);
1724+ @ctypes_function (
1725+ "llama_set_abort_callback" ,
1726+ [llama_context_p_ctypes , ggml_abort_callback , ctypes .c_void_p ],
1727+ None ,
1728+ )
1729+ def llama_set_abort_callback (
1730+ ctx : llama_context_p ,
1731+ abort_callback : Callable [[ctypes .c_void_p ], None ],
1732+ abort_callback_data : ctypes .c_void_p ,
1733+ / ,
1734+ ):
1735+ """Set abort callback"""
1736+ ...
1737+
17061738
1707- # // Token logits obtained from the last call to llama_eval ()
1739+ # // Token logits obtained from the last call to llama_decode ()
17081740# // The logits for the last token are stored in the last row
17091741# // Logits for which llama_batch.logits[i] == 0 are undefined
17101742# // Rows: n_tokens provided with llama_batch
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