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@ -233,3 +233,71 @@ void kcpp_graph_compute_helper(struct ggml_v3_cgraph *graph, int n_threads)
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}
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}
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ggml_v3_graph_compute(graph, &plan);
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ggml_v3_graph_compute(graph, &plan);
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}
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}
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static const std::string kcpp_base64_chars =
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"ABCDEFGHIJKLMNOPQRSTUVWXYZ"
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"abcdefghijklmnopqrstuvwxyz"
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"0123456789+/";
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static inline bool kcpp_is_base64(uint8_t c)
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{
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return (isalnum(c) || (c == '+') || (c == '/'));
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}
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std::vector<uint8_t> kcpp_base64_decode(const std::string & encoded_string)
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{
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int i = 0;
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int j = 0;
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int in_ = 0;
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int in_len = encoded_string.size();
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uint8_t char_array_4[4];
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uint8_t char_array_3[3];
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std::vector<uint8_t> ret;
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while (in_len-- && (encoded_string[in_] != '=') && kcpp_is_base64(encoded_string[in_]))
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{
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char_array_4[i++] = encoded_string[in_]; in_++;
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if (i == 4)
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{
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for (i = 0; i <4; i++)
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{
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char_array_4[i] = kcpp_base64_chars.find(char_array_4[i]);
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}
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char_array_3[0] = ((char_array_4[0] ) << 2) + ((char_array_4[1] & 0x30) >> 4);
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char_array_3[1] = ((char_array_4[1] & 0xf) << 4) + ((char_array_4[2] & 0x3c) >> 2);
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char_array_3[2] = ((char_array_4[2] & 0x3) << 6) + char_array_4[3];
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for (i = 0; (i < 3); i++)
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{
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ret.push_back(char_array_3[i]);
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}
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i = 0;
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}
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}
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if (i)
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{
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for (j = i; j <4; j++)
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{
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char_array_4[j] = 0;
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}
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for (j = 0; j <4; j++)
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{
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char_array_4[j] = kcpp_base64_chars.find(char_array_4[j]);
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}
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char_array_3[0] = ((char_array_4[0] ) << 2) + ((char_array_4[1] & 0x30) >> 4);
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char_array_3[1] = ((char_array_4[1] & 0xf) << 4) + ((char_array_4[2] & 0x3c) >> 2);
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char_array_3[2] = ((char_array_4[2] & 0x3) << 6) + char_array_4[3];
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for (j = 0; (j < i - 1); j++)
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{
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ret.push_back(char_array_3[j]);
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}
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}
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return ret;
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}
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@ -56,3 +56,5 @@ std::vector<gpt_vocab::id> gpt_tokenize(const gpt_vocab & vocab, const std::stri
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bool should_transpose_layer(std::string name);
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bool should_transpose_layer(std::string name);
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void kcpp_graph_compute_helper(ggml_v3_cgraph * graph, int n_threads);
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void kcpp_graph_compute_helper(ggml_v3_cgraph * graph, int n_threads);
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std::vector<uint8_t> kcpp_base64_decode(const std::string & encoded_string);
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