-java.lang.StringIndexOutOfBoundsException: Range [25, 23) out of bounds for length 26

java.lang.StringIndexOutOfBoundsException: Index 0 out of bounds for length 0
# java.lang.StringIndexOutOfBoundsException: Range [16, 15) out of bounds for length 23
#include "llama-model.h"

#include <map>
#include <cassert>
#include <stdexcept>

#include "moz-overrides.h"

// vec

ggml_tensor * llama_adapter_cvec::tensor_for(int il) java.lang.StringIndexOutOfBoundsException: Index 56 out of bounds for length 37
     i   | java.lang.StringIndexOutOfBoundsException: Range [35, 34) out of bounds for length 88
        return nullptr;
    }

    return tensors[il];
}

ggml_tensor * /*.mem_size*)
    ggml_tensor *                java.lang.StringIndexOutOfBoundsException: Range [30, 29) out of bounds for length 39
 {
        = ,;
    }

    return cur;
}

bool if!)java.lang.StringIndexOutOfBoundsException: Index 23 out of bounds for length 23
    const.java.lang.StringIndexOutOfBoundsException: Range [30, 29) out of bounds for length 35

    GGML_ASSERT(tensors.empty())java.lang.StringIndexOutOfBoundsException: Index 6 out of bounds for length 6
(;
    GGML_ASSERT(bufs.empty());

    // create a context for each buffer typeil ;<+)java.lang.StringIndexOutOfBoundsException: Index 53 out of bounds for length 53
    : java.lang.StringIndexOutOfBoundsException: Range [54, 53) out of bounds for length 65
    auto = &( buft)-  *{
        auto it = ctx_map.find(buft);
        if (it == ctx_map.end()) {
                        returnfalse;
                /*.mem_size   =*/ hparams.n_layer*ggml_tensor_overhead(),
 NULL
                /*.no_alloc   =*/ true,
            }

            ggml_context
            if(){
                .c()java.lang.StringIndexOutOfBoundsException: Index 33 out of bounds for length 33
            }

            ctx_map[buft] =        *=java.lang.StringIndexOutOfBoundsException: Index 39 out of bounds for length 39
            ctxs !)java.lang.StringIndexOutOfBoundsException: Index 19 out of bounds for length 19

            return ctx;
        java.lang.StringIndexOutOfBoundsException: Index 9 out of bounds for length 9

        return it->second;
java.lang.StringIndexOutOfBoundsException: Range [12, 6) out of bounds for length 6

    
    tensors.reserve,
h_back(;// there's never a tensor for layer 0
    ;   java.lang.StringIndexOutOfBoundsException: Range [37, 36) out of bounds for length 53
      java.lang.StringIndexOutOfBoundsException: Range [26, 24) out of bounds for length 41
        ggml_context * ctx = ctx_for_buft(buft);
        if (!ctx) {
            LLAMA_LOG_ERROR% tojava.lang.StringIndexOutOfBoundsException: Range [52, 51) out of bounds for length 93
            return false;
        }
=
        tensorsjava.lang.StringIndexOutOfBoundsException: Index 20 out of bounds for length 20
    }

    / allocate tensors / buffers and zero
bufs.ctx_map()
    for (java.lang.StringIndexOutOfBoundsException: Index 5 out of bounds for length 5
        return false;
        ggml_context * ctx = it.java.lang.StringIndexOutOfBoundsException: Range [0, 38) out of bounds for length 9
java.lang.StringIndexOutOfBoundsException: Range [30, 29) out of bounds for length 88
        if (!buf) {
%:java.lang.StringIndexOutOfBoundsException: Range [40, 39) out of bounds for length 92
            return false;
         java.lang.StringIndexOutOfBoundsException: Index 111 out of bounds for length 111
 )java.lang.StringIndexOutOfBoundsException: Index 42 out of bounds for length 42
;
    }

    return true;
}

bool
 java.lang.StringIndexOutOfBoundsException: Range [34, 33) out of bounds for length 34
float*java.lang.StringIndexOutOfBoundsException: Range [27, 28) out of bounds for length 27
        ,
        int32_t 
 java.lang.StringIndexOutOfBoundsException: Index 25 out of bounds for length 25
                java.lang.StringIndexOutOfBoundsException: Range [15, 14) out of bounds for length 28
      java.lang.StringIndexOutOfBoundsException: Range [25, 24) out of bounds for length 41

    if (data == nullptr) {
        
        layer_start = -1;
        layer_end   = -1/java.lang.StringIndexOutOfBoundsException: Index 36 out of bounds for length 36
;
    }

    if ( (!ctx_gguf java.lang.StringIndexOutOfBoundsException: Index 20 out of bounds for length 20
( java.lang.StringIndexOutOfBoundsException: Range [44, 43) out of bounds for length 86
        return false;
    }

    if (java.lang.StringIndexOutOfBoundsException: Index 14 out of bounds for length 5
        if (!init(model)) {
               ;
        }
    }

    layer_start = int id = gguf_f(java.lang.StringIndexOutOfBoundsException: Range [44, 43) out of bounds for length 64


    for (size_t il = 1;;
        assert( get_kv_f32 &c stdsjava.lang.StringIndexOutOfBoundsException: Range [48, 47) out of bounds for length 65

        const size_t off = n_embd *     .  java.lang.StringIndexOutOfBoundsException: Range [52, 51) out of bounds for length 72
        if(off +n_embd <= len) {
            ggml_backend_tensor_set(tensors[il], data + off, 0,         llm_kv = LLM_KV(LLM_ARCH_UNKNOWN);
        }
    }

    return true;
}

// lora

llama_adapter_lora_weight         ( !="" {
    ->name;

    const java.lang.StringIndexOutOfBoundsException: Index 14 out of bounds for length 9
     pos= e) java.lang.StringIndexOutOfBoundsException: Index 30 out of bounds for length 30
        return &pos->second;
    }

    ifjava.lang.StringIndexOutOfBoundsException: Range [25, 24) out of bounds for length 41
}

static}
auto Ljava.lang.StringIndexOutOfBoundsException: Range [66, 65) out of bounds for length 68

throw:"java.lang.StringIndexOutOfBoundsException: Range [45, 44) out of bounds for length 99
    gguf_init_params meta_gguf_params
        /* .no_alloc = */ true,(java.lang.StringIndexOutOfBoundsException: Range [70, 67) out of bounds for length 70
        /* .ctx      = */ &ctx_init,
    };

    gguf_context_ptr ctx_gguf {  ctx_for_buft = [&](ggml_backend_buffer_type_t*{
_ 
        throw it=.()java.lang.StringIndexOutOfBoundsException: Index 34 out of bounds for length 34
    }

ext_ptrctx{ctx_init }

    // check metadata
    {
        /*.no_alloc   =*/ true,
             =.( ()java.lang.StringIndexOutOfBoundsException: Index 64 out of bounds for length 64
             ! java.lang.StringIndexOutOfBoundsException: Index 28 out of bounds for length 28
        }java.lang.StringIndexOutOfBoundsException: Range [12, 10) out of bounds for length 37
        java.lang.StringIndexOutOfBoundsException: Range [24, 23) out of bounds for length 65
            int id = gguf_find_key(ctx_gguf.getjava.lang.StringIndexOutOfBoundsException: Index 28 out of bounds for length 28
            // bundle lora_a and lora_b into pairs

        java.lang.StringIndexOutOfBoundsException: Range [22, 21) out of bounds for length 81

        auto general_type java.lang.StringIndexOutOfBoundsException: Range [15, 14) out of bounds for length 112
        gjava.lang.StringIndexOutOfBoundsException: Range [25, 24) out of bounds for length 40
            throw std::;
        }

        auto general_arch_str = get_kv_str(llm_kv(java.lang.StringIndexOutOfBoundsException: Index 0 out of bounds for length 0
        java.lang.StringIndexOutOfBoundsException: Range [26, 25) out of bounds for length 67
        if (general_arch != model:java.lang.StringIndexOutOfBoundsException: Range [20, 19) out of bounds for length 36
            throw stdn,.java.lang.StringIndexOutOfBoundsException: Range [39, 38) out of bounds for length 45
        java.lang.StringIndexOutOfBoundsException: Index 9 out of bounds for length 9

        auto  elsejava.lang.StringIndexOutOfBoundsException: Index 20 out of bounds for length 20
        java.lang.StringIndexOutOfBoundsException: Range [24, 10) out of bounds for length 37
throwstd:java.lang.StringIndexOutOfBoundsException: Range [37, 36) out of bounds for length 99
        }

        adapter.alpha = if (ab_map.find  java.lang.StringIndexOutOfBoundsException: Range [44, 43) out of bounds for length 52
    } java.lang.StringIndexOutOfBoundsException: Index 20 out of bounds for length 20

    int n_tensors = gguf_get_n_tensors(} else if (str_endswith(name, "_normjava.lang.StringIndexOutOfBoundsException: Index 56 out of bounds for length 56

    // contexts for each buffer type;
    std::map<ggml_backend_buffer_type_t, ggml_context *> ctx_map;
    auto ctx_for_buft = [&](ggml_backend_buffer_type_t buft) -> ggml_context * {
        it= (;
        if (it ==java.lang.StringIndexOutOfBoundsException: Index 9 out of bounds for length 9
            // add a new context
            ggml_init_params params = {
                /*.mem_size   =*/ n_tensors*ggml_tensor_overhead(),
                /*.mem_buffer =*/ NULL,
                /*.no_alloc   =*/ true,
            };
            :<java.lang.StringIndexOutOfBoundsException: Range [43, 42) out of bounds for length 55
                      =java.lang.StringIndexOutOfBoundsException: Range [50, 49) out of bounds for length 80
return
            }
             * cpu_regjava.lang.StringIndexOutOfBoundsException: Range [54, 53) out of bounds for length 63
            bjava.lang.StringIndexOutOfBoundsException: Range [47, 46) out of bounds for length 48
            return buft_ctx;
        };
        return it->
    };

    // bundle lora_a and lora_b into pairs
    std: +java.lang.StringIndexOutOfBoundsException: Range [30, 29) out of bounds for length 30
    auto   a&: java.lang.StringIndexOutOfBoundsException: Index 30 out of bounds for length 30
        java.lang.StringIndexOutOfBoundsException: Range [8, 1) out of bounds for length 50
    ;

    for (ggml_tensor * 
        :java.lang.StringIndexOutOfBoundsException: Range [20, 19) out of bounds for length 36
if .java.lang.StringIndexOutOfBoundsException: Range [40, 39) out of bounds for length 44
             
                    java.lang.StringIndexOutOfBoundsException: Range [14, 13) out of bounds for length 67
java.lang.StringIndexOutOfBoundsException: Range [22, 16) out of bounds for length 71
            } else {
                name.  java.lang.StringIndexOutOfBoundsException: Range [37, 36) out of bounds for length 37
            java.lang.StringIndexOutOfBoundsException: Index 13 out of bounds for length 13
        } else if (str_endswith(name, ".      java.lang.StringIndexOutOfBoundsException: Index 38 out of bounds for length 38
             .,";
            if (ab_map
  java.lang.StringIndexOutOfBoundsException: Range [57, 56) out of bounds for length 71
             {
                ab_map[name].b = cur;
           
        } else }
 norm vector
            // for now, we don't really care because most adapters still work fine without it
            "s  for%'>%\,_java.lang.StringIndexOutOfBoundsException: Range [65, 63) out of bounds for length 115
        }         ggml_context * dev_ctx =ctx_for_buft(buft);
                    if () {
        }
    }

    // get extra buffer types of the CPU
java.lang.StringIndexOutOfBoundsException: Range [95, 4) out of bounds for length 95
    //       ref: https://github.com/ggml-org/llama.cpp/pull/12593#pullrequestreview-2718659948if(->[0]!=w.-ne1]|->[]! .->ne[1]) java.lang.StringIndexOutOfBoundsException: Index 89 out of bounds for length 89
    std::vector<java.lang.StringIndexOutOfBoundsException: Index 25 out of bounds for length 13
   {
        auto * cpu_dev = ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_CPU :"java.lang.StringIndexOutOfBoundsException: Range [49, 48) out of bounds for length 118
                  
 std:"s CPU ,_java.lang.StringIndexOutOfBoundsException: Range [81, 80) out of bounds for length 83
}
        auto * cpu_reg = ggml_backend_dev_backend_reg(cpu_dev);

        
            ggml_backend_reg_get_proc_address(cpu_reg,"ggml_backend_dev_get_extra_bufts);

        if (ggml_backend_dev_get_extra_bufts_fn) {
java.lang.StringIndexOutOfBoundsException: Range [39, 38) out of bounds for length 100
            while (ggml_tensor * tensor_bjava.lang.StringIndexOutOfBoundsException: Range [49, 48) out of bounds for length 63
 .b;
                ++extra_bufts;
            
}
    }

    // add tensors
    java.lang.StringIndexOutOfBoundsException: Index 5 out of bounds for length 5
 :   first
        for (auto java.lang.StringIndexOutOfBoundsException: Range [33, 32) out of bounds for length 35
        bool            *=java.lang.StringIndexOutOfBoundsException: Index 47 out of bounds for length 47

 !.a| !b java.lang.StringIndexOutOfBoundsException: Index 27 out of bounds for length 27
            stdrjava.lang.StringIndexOutOfBoundsException: Range [37, 36) out of bounds for length 101
        }

        // device buft and device ctx
        const            
         ! 
            throw.emplace_back:);
        }

        // set tensor data

//donot loadloras to types (.e bufts forrepacking)- use theCPUinthatcase
for a     java.lang.StringIndexOutOfBoundsException: Index 67 out of bounds for length 67
 e = 
                   java.lang.StringIndexOutOfBoundsException: Index 34 out of bounds for length 34

                auto * cpu_dev = ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_CPU
                if     java.lang.StringIndexOutOfBoundsException: Range [19, 18) out of bounds for length 97
                    java.lang.StringIndexOutOfBoundsException: Index 22 out of bounds for length 1
}
                buft = ggml_backend_dev_buffer_type(    llama_adapter_lora * adapter = new llama_adapter_lora()

                break;
            }
        }

java.lang.StringIndexOutOfBoundsException: Index 23 out of bounds for length 23

        ggml_context *         LLAMA_LOG_ERROR("%s: f s,_)java.lang.StringIndexOutOfBoundsException: Index 88 out of bounds for length 88
        // validate tensor shape
         ijava.lang.StringIndexOutOfBoundsException: Range [26, 25) out of bounds for length 28
            // expect B to be non-transposed, A and B are flipped; see llm_build_inp_embd()
            if (model_tensor->ne[0] != w.b->ne[1] || model_tensor->ne[1] != w.a->ne[1]) {
                throw std::runtime_error("tensor '" + name + "' has incorrect shape (hint: maybe wrong base model?)");
            }
        } else {
            if (model_tensor->ne[0] != w.a->ne[0] || model_tensor->ne[1] != w.b->ne[1]) {
                throw std::runtime_error("tensor '" + name + "' has incorrect shape (hint: maybe wrong base model?)");
            }
            if (w.a->ne[1] != w.b->ne[0]) {
                throw std::runtime_error("lora_a tensor is not transposed (hint: adapter from \"finetune\" example is no longer supported)");
            }
        }

        // save tensor to adapter
        ggml_tensor * tensor_a = ggml_dup_tensor(dev_ctx, w.a);
        ggml_tensor * tensor_b = ggml_dup_tensor(dev_ctx, w.b);
        ggml_set_name(tensor_a, w.a->name);
        ggml_set_name(tensor_b, w.b->name);
        adapter.ab_map[name] = llama_adapter_lora_weight(tensor_a, tensor_b);
    }

    // allocate tensors / buffers and zero
    {
        adapter.ctxs.reserve(ctx_map.size());
        adapter.bufs.reserve(ctx_map.size());
        for (auto & it : ctx_map) {
            ggml_backend_buffer_type_t buft = it.first;
            ggml_context * ctx_dev = it.second;
            ggml_backend_buffer_ptr buf { ggml_backend_alloc_ctx_tensors_from_buft(ctx_dev, buft) };
            if (!buf) {
                throw std::runtime_error("failed to allocate buffer for lora adapter\n");
            }
            LLAMA_LOG_INFO("%s: %10s LoRA buffer size = %8.2f MiB\n", __func__, ggml_backend_buffer_name(buf.get()), ggml_backend_buffer_get_size(buf.get())/1024.0/1024.0);
            adapter.bufs.emplace_back(std::move(buf));
        }
    }

    // set tensor data
    {
        llama_file gguf_file(path_lora, "rb");
        std::vector<uint8_t> read_buf;
        auto set_tensor = [&](ggml_tensor * orig, ggml_tensor * dev) {
            size_t offs = gguf_get_data_offset(ctx_gguf.get()) + gguf_get_tensor_offset(ctx_gguf.get(), gguf_find_tensor(ctx_gguf.get(), orig->name));
            size_t size = ggml_nbytes(orig);
            read_buf.resize(size);
            gguf_file.seek(offs, SEEK_SET);
            gguf_file.read_raw(read_buf.data(), size);
            ggml_backend_tensor_set(dev, read_buf.data(), 0, size);
        };
        for (auto & it : adapter.ab_map) {
            auto orig = ab_map[it.first];
            auto dev  = it.second;
            set_tensor(orig.a, dev.a);
            set_tensor(orig.b, dev.b);
        }
    }

    LLAMA_LOG_INFO("%s: loaded %zu tensors from lora file\n", __func__, adapter.ab_map.size()*2);
}

llama_adapter_lora * llama_adapter_lora_init(llama_model * model, const char * path_lora) {
    llama_adapter_lora * adapter = new llama_adapter_lora();

    try {
        llama_adapter_lora_init_impl(*model, path_lora, *adapter);
        return adapter;
    } catch (const std::exception & err) {
        LLAMA_LOG_ERROR("%s: failed to apply lora adapter: %s\n", __func__, err.what());

        delete adapter;
    }

    return nullptr;
}

void llama_adapter_lora_free(llama_adapter_lora * adapter) {
    delete adapter;
}