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+ config = "/Users/prabhu/work/owasp/dep-scan/.config/depscan.toml"
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+ src_dir_image = "/Users/prabhu/sandbox/llama.cpp"
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+ vuln_analyzer = "LifecycleAnalyzer"
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+ suggest = true
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+ project_type = [ "universal",]
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+ fuzzy_search = false
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+ non_universal_scan = false
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+ no_vuln_table = false
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+ server_mode = false
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+ server_host = "127.0.0.1"
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+ server_port = "7070"
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+ enable_debug = false
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+ quiet = false
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+ explain = true
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+ explanation_mode = "EndpointsAndReachables"
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+ annotate = false
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+ src_dir = "/Users/prabhu/sandbox/llama.cpp"
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+ html_report_file = "/Users/prabhu/sandbox/llama.cpp/reports/depscan.html"
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1
+
2
+
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+ Vulnerability Disclosure Report
4
+
5
+ The table below lists all vulnerabilities identified in this project. Review and triage the information to identify any critical vulnerabilities.
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+
7
+ Dependency Scan Results (BOM)
8
+ ╔═════════════════════════════════════════════════════════════╤═══════════════════════════════════════╤════════════════════╤═══════════════╤═════════╗
9
+ ║ Dependency Tree │ Insights │ Fix Version │ Severity │ Score ║
10
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
11
+ ║ instructor@1.8.2 │ 📓 Indirect dependency │ 3.10.11 │ MEDIUM │ 6.3 ║
12
+ ║ └── aiohttp@3.9.5 ⬅ CVE-2024-52304 │ │ │ │ ║
13
+ ║ instructor@1.8.2 │ │ │ MEDIUM │ 6.9 ║
14
+ ║ └── aiohttp@3.9.5 ⬅ CVE-2024-52303 │ │ │ │ ║
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+ ║ instructor@1.8.2 │ │ │ MEDIUM │ 6.3 ║
16
+ ║ └── aiohttp@3.9.5 ⬅ CVE-2024-42367 │ │ │ │ ║
17
+ ║ aiohttp@3.9.3 ⬅ CVE-2024-30251 │ │ │ HIGH │ 7.5 ║
18
+ ║ aiohttp@3.9.3 ⬅ CVE-2024-27306 │ │ │ MEDIUM │ 6.1 ║
19
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
20
+ ║ requests@2.31.0 │ 📓 Indirect dependency │ 2022.12.07 │ LOW │ 2.0 ║
21
+ ║ └── certifi@2024.2.2 ⬅ CVE-2024-39689 │ │ │ │ ║
22
+ ║ requests@2.31.0 │ │ │ HIGH │ 7.5 ║
23
+ ║ └── certifi@2024.2.2 ⬅ CVE-2023-37920 │ │ │ │ ║
24
+ ║ requests@2.31.0 │ │ │ MEDIUM │ 5.9 ║
25
+ ║ └── certifi@2024.2.2 ⬅ CVE-2022-23491 │ │ │ │ ║
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+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
27
+ ║ requests@2.31.0 │ 📓 Indirect dependency │ 3.7 │ MEDIUM │ 6.9 ║
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+ ║ └── idna@3.6 ⬅ CVE-2024-3651 │ │ │ │ ║
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+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
30
+ ║ torch@2.2.1+cpu │ 📓 Indirect dependency │ 3.1.6 │ MEDIUM │ 5.4 ║
31
+ ║ └── jinja2@3.1.3 ⬅ CVE-2025-27516 │ │ │ │ ║
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+ ║ torch@2.2.1+cpu │ │ │ MEDIUM │ 5.4 ║
33
+ ║ └── jinja2@3.1.3 ⬅ CVE-2024-56326 │ │ │ │ ║
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+ ║ torch@2.2.1+cpu │ │ │ MEDIUM │ 5.4 ║
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+ ║ └── jinja2@3.1.3 ⬅ CVE-2024-56201 │ │ │ │ ║
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+ ║ torch@2.2.1+cpu │ │ │ MEDIUM │ 5.4 ║
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+ ║ └── jinja2@3.1.3 ⬅ CVE-2024-34064 │ │ │ │ ║
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+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
39
+ ║ protobuf@4.21.0,<5.0.0 ⬅ CVE-2022-1941 │ 📓 Indirect dependency │ 4.21.6 │ HIGH │ 7.5 ║
40
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
41
+ ║ pytest@5.4.3 │ 📓 Indirect dependency │ │ HIGH │ 8.7 ║
42
+ ║ └── py@1.11.0 ⬅ CVE-2022-42969 │ │ │ │ ║
43
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
44
+ ║ torch@2.2.1+cpu ⬅ CVE-2025-3730 │ 🎯 Used in 254 locations │ 2.6.0 │ MEDIUM │ 4.8 ║
45
+ ║ torch@2.2.1+cpu ⬅ CVE-2025-32434 │ │ │ CRITICAL │ 9.3 ║
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+ ║ torch@2.2.1+cpu ⬅ CVE-2025-2953 │ │ │ LOW │ 1.9 ║
47
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
48
+ ║ transformers@4.38.1 │ 🎯 Used in 10 locations │ 4.66.3 │ LOW │ 3.9 ║
49
+ ║ └── huggingface-hub@0.20.3 │ │ │ │ ║
50
+ ║ └── tqdm@4.66.2 ⬅ CVE-2024-34062 │ │ │ │ ║
51
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
52
+ ║ llama-cpp-scripts@0.0.0 │ 🎯 Used in 42 locations │ 4.50.0 │ MEDIUM │ 5.0 ║
53
+ ║ └── transformers@4.38.1 ⬅ CVE-2025-1194 │ │ │ │ ║
54
+ ╟─────────────────────────────────────────────────────────────┼───────────────────────────────────────┼────────────────────┼───────────────┼─────────╢
55
+ ║ huggingface-hub@0.20.3 │ 📓 Indirect dependency │ 2.2.2 │ MEDIUM │ 4.4 ║
56
+ ║ └── requests@2.31.0 │ │ │ │ ║
57
+ ║ └── urllib3@2.2.1 ⬅ CVE-2024-37891 │ │ │ │ ║
58
+ ╚═════════════════════════════════════════════════════════════╧═══════════════════════════════════════╧════════════════════╧═══════════════╧═════════╝
59
+ Vulnerabilities count: 21
60
+
61
+ ╭───────────────────────── Recommendation ──────────────────────────╮
62
+ │ ◽ Review the 3 critical vulnerabilities confirmed by the vendor. │
63
+ ╰───────────────────────────────────────────────────────────────────╯
64
+
65
+
66
+ Proactive Measures
67
+
68
+ Below are the top reachable packages identified by depscan. Set up alerts and notifications to actively monitor them for new vulnerabilities and exploits.
69
+
70
+ 💥 Top Endpoint-Reachable Packages
71
+ ╔═══════════════════════╤═════════════════╗
72
+ ║ Package │ Reachable Flows ║
73
+ ╟───────────────────────┼─────────────────╢
74
+ ║ pkg:pypi/numpy@1.26.4 │ 10 ║
75
+ ╚═══════════════════════╧═════════════════╝
76
+
77
+ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
78
+ ┃ Explanations for PYTHON ┃
79
+ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━���━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
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+
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+
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+ Reachable Flows
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+
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+ Below are several data flows identified by depscan, including reachable ones. Use the tips provided to strengthen your application’s security posture.
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+
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+ #1 argument dtype ⭕ to the function _get<metaClassAdapter> can be used to reach this package from certain endpoints.
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+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
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+ ║ gguf-py/gguf/gguf_reader.py#195 _get<metaClassAdapter>(dtype) ↩ ║
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+ ║ Tags: pkg:pypi/numpy@1.26.4, framework ║
90
+ ║ ║
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+ ║ ├── gguf-py/gguf/gguf_reader.py#194 _get(self, offset, dtype, count, override_order) ║
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+ ║ │ Tags: pkg:pypi/numpy@1.26.4, framework ║
93
+ ║ │ ║
94
+ ║ ├── gguf-py/gguf/gguf_reader.py#195 _get(dtype) ↩ ║
95
+ ║ │ Tags: pkg:pypi/numpy@1.26.4, framework ║
96
+ ║ │ ║
97
+ ║ ├── gguf-py/gguf/gguf_reader.py#198 np.empty([], dtype = dtype) ║
98
+ ║ │ Tags: pkg:pypi/numpy@1.26.4, framework ║
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+ ║ │ ║
100
+ ║ └── gguf-py/gguf/gguf_reader.py#200 tmp17.view(dtype = dtype) ║
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+ ║ Tags: pkg:pypi/numpy@1.26.4, framework ║
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+ ║ ║
103
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
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+ Reachable Packages:
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+ pkg:pypi/numpy@1.26.4
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+
107
+ #2 argument dtype ⭕ to the function meta_with_dtype_and_shape can be used to reach this package from certain endpoints.
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+ ╔════════════════════════════════════════════════════════════════════════════════���═══════════════════════════════════════════════════════════════════╗
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+ ║ gguf-py/gguf/lazy.py#207 meta_with_dtype_and_shape(dtype) ↩ ║
110
+ ║ Tags: pkg:pypi/numpy@1.26.4, framework ║
111
+ ║ ║
112
+ ║ ├── gguf-py/gguf/lazy.py#211 np.zeros(1, dtype) ║
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+ ║ │ Tags: pkg:pypi/numpy@1.26.4, framework ║
114
+ ║ │ ║
115
+ ║ ├── gguf-py/gguf/lazy.py#212 tmp21.as_strided(cheat, shape, tmp19 = <operator>.genExp ║
116
+ ║ ├── gguf-py/gguf/lazy.py#136 cls.meta_with_dtype_and_shape(dtype, shape(res.shape)) ║
117
+ ║ ├── gguf-py/gguf/lazy.py#140 isinstance(res, cls._tensor_type) ║
118
+ ║ ├── gguf-py/gguf/lazy.py#142 isinstance(res, tuple) ║
119
+ ║ ├── gguf-py/gguf/lazy.py#151 len(res) ║
120
+ ║ ├── gguf-py/gguf/lazy.py#182 eager_to_meta(t) ↩ ║
121
+ ║ └── gguf-py/gguf/lazy.py#183 t.dtype ║
122
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
123
+ Reachable Packages:
124
+ pkg:pypi/numpy@1.26.4
125
+
126
+ Secure Design Tips
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+
128
+ • Consider implementing a common validation and sanitization library to reduce the risk of exploitability.
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+ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
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+ ┃ Explanations for C ┃
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+ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━��━┛
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+
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+ #1 Parameter argc ↩ to the method main can be used to reach packages with tags `cli-source`
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+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
135
+ ║ tools/tts/tts.cpp#536 main(argc) ↩ ║
136
+ ║ Tags: cli-source ║
137
+ ║ ║
138
+ ║ ├── tools/tts/tts.cpp#549 common_params_parse(argc, argv, params, LLAMA_EXAMPLE_TTS, print_usage) ║
139
+ ║ ├── tools/tts/tts.cpp#561 params.numa ║
140
+ ║ ├── include/llama.h#420 llama_numa_init(numa) ↩ ║
141
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
142
+ ║ ├── common/common.cpp#886 common_init_from_params(params) ↩ ║
143
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
144
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
145
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
146
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
147
+ ║ └── tools/tts/tts.cpp#366 input_text.begin() ║
148
+ ║ Tags: regex, library-call ║
149
+ ║ ║
150
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
151
+
152
+ #2 Parameter argv ↩ to the method main can be used to reach packages with tags `cli-source`
153
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
154
+ ║ tools/tts/tts.cpp#536 main(argv) ↩ ║
155
+ ║ Tags: cli-source ║
156
+ ║ ║
157
+ ║ ├── tools/tts/tts.cpp#549 common_params_parse(argc, argv, params, LLAMA_EXAMPLE_TTS, print_usage) ║
158
+ ║ ├── tools/tts/tts.cpp#561 params.numa ║
159
+ ║ ├── include/llama.h#420 llama_numa_init(numa) ↩ ║
160
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
161
+ ║ ├── common/common.cpp#886 common_init_from_params(params) ↩ ║
162
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
163
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
164
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
165
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
166
+ ║ └── tools/tts/tts.cpp#366 input_text.begin() ║
167
+ ║ Tags: regex, library-call ║
168
+ ║ ║
169
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
170
+
171
+ #3 Parameter argc ↩ to the method main can be used to reach packages with tags `cli-source`
172
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
173
+ ║ tools/tts/tts.cpp#536 main(argc) ↩ ║
174
+ ║ Tags: cli-source ║
175
+ ║ ║
176
+ ║ ├── tools/tts/tts.cpp#549 common_params_parse(argc, argv, params, LLAMA_EXAMPLE_TTS, print_usage) ║
177
+ ║ ├── tools/tts/tts.cpp#561 params.numa ║
178
+ ║ ├── include/llama.h#420 llama_numa_init(numa) ↩ ║
179
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
180
+ ║ ├── common/common.cpp#886 common_init_from_params(params) ↩ ║
181
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
182
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
183
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
184
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
185
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
186
+ ║ │ Tags: regex, library-call ║
187
+ ║ │ ║
188
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
189
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
190
+ ║ ├── tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
191
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
192
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
193
+ ║ ├── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
194
+ ║ │ Tags: regex, library-call ║
195
+ ║ │ ║
196
+ ║ ├── tools/tts/tts.cpp#398 std::regex_replace(processed_text, non_alpha, "") ║
197
+ ║ │ Tags: regex, library-call ║
198
+ ║ │ ║
199
+ ║ ├── tools/tts/tts.cpp#401 std::regex_replace(processed_text, multiple_spaces, " ") ║
200
+ ║ │ Tags: regex, library-call ║
201
+ ║ │ ║
202
+ ║ └── tools/tts/tts.cpp#403 std::regex_replace(processed_text, std::regex(R"(^\s+|\s+$)"), "") ║
203
+ ║ Tags: regex, library-call ║
204
+ ║ ║
205
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
206
+
207
+ #4 Parameter argv ↩ to the method main can be used to reach packages with tags `cli-source`
208
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
209
+ ║ tools/tts/tts.cpp#536 main(argv) ↩ ║
210
+ ║ Tags: cli-source ║
211
+ ║ ║
212
+ ║ ├── tools/tts/tts.cpp#549 common_params_parse(argc, argv, params, LLAMA_EXAMPLE_TTS, print_usage) ║
213
+ ║ ├── tools/tts/tts.cpp#561 params.numa ║
214
+ ║ ├── include/llama.h#420 llama_numa_init(numa) ↩ ║
215
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
216
+ ║ ├── common/common.cpp#886 common_init_from_params(params) ↩ ║
217
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
218
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
219
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
220
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
221
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
222
+ ║ │ Tags: regex, library-call ║
223
+ ║ │ ║
224
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
225
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
226
+ ║ ├── tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
227
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
228
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
229
+ ║ ├── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
230
+ ║ │ Tags: regex, library-call ║
231
+ ║ │ ║
232
+ ║ ├── tools/tts/tts.cpp#398 std::regex_replace(processed_text, non_alpha, "") ║
233
+ ║ │ Tags: regex, library-call ║
234
+ ║ │ ║
235
+ ║ ├── tools/tts/tts.cpp#401 std::regex_replace(processed_text, multiple_spaces, " ") ║
236
+ ║ │ Tags: regex, library-call ║
237
+ ║ │ ║
238
+ ║ └── tools/tts/tts.cpp#403 std::regex_replace(processed_text, std::regex(R"(^\s+|\s+$)"), "") ║
239
+ ║ Tags: regex, library-call ║
240
+ ║ ║
241
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
242
+
243
+ #5 Parameter raw_argv ↩ to the method main can be used to reach packages with tags `cli-source`
244
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
245
+ ║ tools/tokenize/tokenize.cpp#186 main(raw_argv) ↩ ║
246
+ ║ Tags: cli-source ║
247
+ ║ ║
248
+ ║ ├── tools/tokenize/tokenize.cpp#187 ingest_args(raw_argc, raw_argv) ║
249
+ ║ ├── tools/tokenize/tokenize.cpp#80 ingest_args(raw_argv) ↩ ║
250
+ ║ ├── tools/tokenize/tokenize.cpp#112 raw_argv ║
251
+ ║ ├── tools/tokenize/tokenize.cpp#116 argv.size() ║
252
+ ║ ├── tools/tokenize/tokenize.cpp#118 ◀ return argv; ║
253
+ ║ ├── tools/tokenize/tokenize.cpp#249 argv[++iarg] ║
254
+ ║ ├── tools/tokenize/tokenize.cpp#232 argv[++iarg].c_str() ⤴ ║
255
+ ║ ├── tools/tokenize/tokenize.cpp#280 model_path == NULL ║
256
+ ║ ├── tools/tokenize/tokenize.cpp#341 llama_model_load_from_file(model_path, model_params) ║
257
+ ║ ├── src/llama.cpp#241 llama_model_load_from_file(path_model) ↩ ║
258
+ ║ ├── src/llama.cpp#244 llama_model_load_from_file_impl(path_model, splits, params) ║
259
+ ║ ├── tools/tokenize/tokenize.cpp#347 llama_model_get_vocab(model) ║
260
+ ║ ├── tools/tokenize/tokenize.cpp#350 llama_init_from_model(model, ctx_params) ║
261
+ ║ ├── tools/tokenize/tokenize.cpp#395 common_token_to_piece(ctx, tokens) ║
262
+ ║ ├── common/common.cpp#1284 common_token_to_piece(ctx) ↩ ║
263
+ ║ ├── common/common.cpp#1285 llama_get_model(ctx) ║
264
+ ║ ├── common/common.cpp#1287 common_token_to_piece(vocab, token, special) ║
265
+ ║ ├── common/common.cpp#1290 common_token_to_piece(vocab) ↩ ║
266
+ ║ ├── common/common.cpp#1293 llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special) ║
267
+ ║ ├── common/common.cpp#1296 piece.size() ║
268
+ ║ └── common/common.cpp#1303 ◀ return piece; ║
269
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
270
+
271
+ #6 Parameter argv ↩ to the method main can be used to reach packages with tags `cli-source`
272
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
273
+ ║ tools/run/run.cpp#1232 main(argv) ↩ ║
274
+ ║ Tags: cli-source ║
275
+ ║ ║
276
+ ║ ├── tools/run/run.cpp#1235 opt.init(argc, argv) ║
277
+ ║ ├── tools/run/run.cpp#60 init(argv) ↩ ║
278
+ ║ ├── tools/run/run.cpp#76 parse(argc, argv) ║
279
+ ║ ├── tools/run/run.cpp#211 parse(argv) ↩ ║
280
+ ║ ├── tools/run/run.cpp#214 parse_options_with_value(argc, argv, i, options_parsing) ║
281
+ ║ ├── tools/run/run.cpp#146 parse_options_with_value(argv) ↩ ║
282
+ ║ │ Tags: parse ║
283
+ ║ │ ║
284
+ ║ ├── tools/run/run.cpp#147 argv ║
285
+ ║ └── tools/run/run.cpp#148 handle_option_with_value(argc, argv, i, context_size) ║
286
+ ║ Tags: event ║
287
+ ║ ║
288
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
289
+
290
+ #7 Parameter argv ↩ to the method main can be used to reach packages with tags `cli-source`
291
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
292
+ ║ tools/run/run.cpp#1232 main(argv) ↩ ║
293
+ ║ Tags: cli-source ║
294
+ ║ ║
295
+ ║ ├── tools/run/run.cpp#1235 opt.init(argc, argv) ║
296
+ ║ ├── tools/run/run.cpp#60 init(argv) ↩ ║
297
+ ║ ├── tools/run/run.cpp#76 parse(argc, argv) ║
298
+ ║ ├── tools/run/run.cpp#211 parse(argv) ↩ ║
299
+ ║ ├── tools/run/run.cpp#214 parse_options_with_value(argc, argv, i, options_parsing) ║
300
+ ║ ├── tools/run/run.cpp#146 parse_options_with_value(argv) ↩ ║
301
+ ║ │ Tags: parse ║
302
+ ║ │ ║
303
+ ║ ├── tools/run/run.cpp#147 argv ║
304
+ ║ └── tools/run/run.cpp#153 handle_option_with_value(argc, argv, i, ngl) ║
305
+ ║ Tags: event ║
306
+ ║ ║
307
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
308
+
309
+ #8 Parameter params ↩ to the method common_init_from_params
310
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
311
+ ║ common/common.cpp#886 common_init_from_params(params) ↩ ║
312
+ ║ ├── tools/tts/tts.cpp#583 common_init_from_params(params) ║
313
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
314
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
315
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
316
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
317
+ ║ └── tools/tts/tts.cpp#366 input_text.begin() ║
318
+ ║ Tags: regex, library-call ║
319
+ ║ ║
320
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
321
+
322
+ #9 Parameter numa ↩ to the method llama_numa_init
323
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
324
+ ║ include/llama.h#420 llama_numa_init(numa) ↩ ║
325
+ ║ ├── tools/tts/tts.cpp#561 params.numa ║
326
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
327
+ ║ ├── common/common.cpp#886 common_init_from_params(params) ↩ ║
328
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
329
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
330
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
331
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
332
+ ║ └── tools/tts/tts.cpp#366 input_text.begin() ║
333
+ ║ Tags: regex, library-call ║
334
+ ║ ║
335
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
336
+
337
+ #10 Parameter params ↩ to the method common_init_from_params
338
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
339
+ ║ common/common.cpp#886 common_init_from_params(params) ↩ ║
340
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
341
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
342
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
343
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
344
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
345
+ ║ └── tools/tts/tts.cpp#366 input_text.begin() ║
346
+ ║ Tags: regex, library-call ║
347
+ ║ ║
348
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
349
+
350
+ #11 Parameter numa ↩ to the method llama_numa_init
351
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
352
+ ║ include/llama.h#420 llama_numa_init(numa) ↩ ║
353
+ ║ ├── tools/tts/tts.cpp#561 params.numa ║
354
+ ║ ├── tools/tts/tts.cpp#569 common_init_from_params(params) ║
355
+ ║ ├── common/common.cpp#886 common_init_from_params(params) ↩ ║
356
+ ║ ├── tools/tts/tts.cpp#677 params.prompt ║
357
+ ║ ├── tools/tts/tts.cpp#382 process_text(text) ↩ ║
358
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
359
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
360
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
361
+ ║ │ Tags: regex, library-call ║
362
+ ║ │ ║
363
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
364
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
365
+ ║ ├── tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
366
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
367
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
368
+ ║ └── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
369
+ ║ Tags: regex, library-call ║
370
+ ║ ║
371
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
372
+
373
+ #12 Parameter text ↩ to the method process_text
374
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
375
+ ║ tools/tts/tts.cpp#382 process_text(text) ↩ ║
376
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
377
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
378
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
379
+ ║ │ Tags: regex, library-call ║
380
+ ║ │ ║
381
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
382
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
383
+ ║ ├── tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
384
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
385
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
386
+ ║ └── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
387
+ ║ Tags: regex, library-call ║
388
+ ║ ║
389
+ ╚═════════════════���══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
390
+
391
+ #13 Parameter input_text ↩ to the method replace_numbers_with_words
392
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
393
+ ║ tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
394
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
395
+ ║ │ Tags: regex, library-call ║
396
+ ║ │ ║
397
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
398
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
399
+ ║ ├── tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
400
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
401
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
402
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
403
+ ║ └── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
404
+ ║ Tags: regex, library-call ║
405
+ ║ ║
406
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
407
+
408
+ #14 Parameter input_text ↩ to the method replace_numbers_with_words
409
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
410
+ ║ tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
411
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
412
+ ║ │ Tags: regex, library-call ║
413
+ ║ │ ║
414
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
415
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
416
+ ║ ├─��� tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
417
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
418
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
419
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
420
+ ║ ├── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
421
+ ║ │ Tags: regex, library-call ║
422
+ ║ │ ║
423
+ ║ └── tools/tts/tts.cpp#398 std::regex_replace(processed_text, non_alpha, "") ║
424
+ ║ Tags: regex, library-call ║
425
+ ║ ║
426
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
427
+
428
+ #15 Parameter text ↩ to the method process_text
429
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
430
+ ║ tools/tts/tts.cpp#382 process_text(text) ↩ ║
431
+ ║ ├── tools/tts/tts.cpp#389 replace_numbers_with_words(text) ║
432
+ ║ ├── tools/tts/tts.cpp#363 replace_numbers_with_words(input_text) ↩ ║
433
+ ║ ├── tools/tts/tts.cpp#366 input_text.begin() ║
434
+ ║ │ Tags: regex, library-call ║
435
+ ║ │ ║
436
+ ║ ├── tools/tts/tts.cpp#372 result.append(input_text, last_pos, match.position() - last_pos) ║
437
+ ║ ├── tools/tts/tts.cpp#373 result.append(number_to_words(match.str())) ║
438
+ ║ ├── tools/tts/tts.cpp#376 result.append(input_text, last_pos) ║
439
+ ║ ├── tools/tts/tts.cpp#378 ◀ return result; ║
440
+ ║ ├── tools/tts/tts.cpp#391 processed_text.begin() ║
441
+ ║ ├── tools/tts/tts.cpp#395 std::regex_replace(processed_text, special_chars, " ") ║
442
+ ║ │ Tags: regex, library-call ║
443
+ ║ │ ║
444
+ ║ └── tools/tts/tts.cpp#398 std::regex_replace(processed_text, non_alpha, "") ║
445
+ ║ Tags: regex, library-call ║
446
+ ║ ║
447
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
448
+
449
+ #16 Parameter raw_argv ↩ to the method ingest_args
450
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
451
+ ║ tools/tokenize/tokenize.cpp#80 ingest_args(raw_argv) ↩ ║
452
+ ║ ├── tools/tokenize/tokenize.cpp#112 raw_argv ║
453
+ ║ ├── tools/tokenize/tokenize.cpp#116 argv.size() ║
454
+ ║ ├── tools/tokenize/tokenize.cpp#118 ◀ return argv; ║
455
+ ║ ├── tools/tokenize/tokenize.cpp#187 ingest_args(raw_argc, raw_argv) ║
456
+ ║ ├── tools/tokenize/tokenize.cpp#249 argv[++iarg] ║
457
+ ║ ├── tools/tokenize/tokenize.cpp#232 argv[++iarg].c_str() ⤴ ║
458
+ ║ ├── tools/tokenize/tokenize.cpp#280 model_path == NULL ║
459
+ ║ ├── tools/tokenize/tokenize.cpp#341 llama_model_load_from_file(model_path, model_params) ║
460
+ ║ ├── src/llama.cpp#241 llama_model_load_from_file(path_model) ↩ ║
461
+ ║ ├── src/llama.cpp#244 llama_model_load_from_file_impl(path_model, splits, params) ║
462
+ ║ ├── tools/tokenize/tokenize.cpp#347 llama_model_get_vocab(model) ║
463
+ ║ ├── tools/tokenize/tokenize.cpp#350 llama_init_from_model(model, ctx_params) ║
464
+ ║ ├── tools/tokenize/tokenize.cpp#395 common_token_to_piece(ctx, tokens) ║
465
+ ║ ├── common/common.cpp#1284 common_token_to_piece(ctx) ↩ ║
466
+ ║ ├── common/common.cpp#1285 llama_get_model(ctx) ║
467
+ ║ ├── common/common.cpp#1287 common_token_to_piece(vocab, token, special) ║
468
+ ║ ├── common/common.cpp#1290 common_token_to_piece(vocab) ↩ ║
469
+ ║ ├── common/common.cpp#1293 llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special) ║
470
+ ║ ├── common/common.cpp#1296 piece.size() ║
471
+ ║ └── common/common.cpp#1303 ◀ return piece; ║
472
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
473
+
474
+ #17 Parameter vocab ↩ to the method common_token_to_piece
475
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
476
+ ║ common/common.cpp#1290 common_token_to_piece(vocab) ↩ ║
477
+ ║ ├── common/common.cpp#1293 llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special) ║
478
+ ║ ├── common/common.cpp#1296 piece.size() ║
479
+ ║ ├── common/common.cpp#1303 ◀ return piece; ║
480
+ ║ ├── common/common.cpp#1287 common_token_to_piece(vocab, token, special) ║
481
+ ║ └── tools/tokenize/tokenize.cpp#395 common_token_to_piece(ctx, tokens) ║
482
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
483
+
484
+ #18 Parameter params ↩ to the method llama_model_load_from_file
485
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
486
+ ║ src/llama.cpp#242 llama_model_load_from_file(params) ↩ ║
487
+ ║ ├── src/llama.cpp#244 llama_model_load_from_file_impl(path_model, splits, params) ║
488
+ ║ ├── tools/tokenize/tokenize.cpp#341 llama_model_load_from_file(model_path, model_params) ║
489
+ ║ ├── tools/tokenize/tokenize.cpp#347 llama_model_get_vocab(model) ║
490
+ ║ ├── tools/tokenize/tokenize.cpp#350 llama_init_from_model(model, ctx_params) ║
491
+ ║ ├── tools/tokenize/tokenize.cpp#395 common_token_to_piece(ctx, tokens) ║
492
+ ║ ├── common/common.cpp#1284 common_token_to_piece(ctx) ↩ ║
493
+ ║ ├── common/common.cpp#1285 llama_get_model(ctx) ║
494
+ ║ ├── common/common.cpp#1287 common_token_to_piece(vocab, token, special) ║
495
+ ║ ├── common/common.cpp#1290 common_token_to_piece(vocab) ↩ ║
496
+ ║ ├── common/common.cpp#1293 llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special) ║
497
+ ║ ├── common/common.cpp#1296 piece.size() ║
498
+ ║ └── common/common.cpp#1303 ◀ return piece; ║
499
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
500
+
501
+ #19 Parameter token ↩ to the method common_token_to_piece
502
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
503
+ ║ common/common.cpp#1290 common_token_to_piece(token) ↩ ║
504
+ ║ ├── common/common.cpp#1293 llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special) ║
505
+ ║ ├── common/common.cpp#1296 piece.size() ║
506
+ ║ ├── common/common.cpp#1303 ◀ return piece; ║
507
+ ║ ├── common/common.cpp#1287 common_token_to_piece(vocab, token, special) ║
508
+ ║ └── tools/tokenize/tokenize.cpp#395 common_token_to_piece(ctx, tokens) ║
509
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
510
+
511
+ #20 Parameter path_model ↩ to the method llama_model_load_from_file
512
+ ╔════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╗
513
+ ║ src/llama.cpp#241 llama_model_load_from_file(path_model) ↩ ║
514
+ ║ ├── src/llama.cpp#244 llama_model_load_from_file_impl(path_model, splits, params) ║
515
+ ║ ├── tools/tokenize/tokenize.cpp#341 llama_model_load_from_file(model_path, model_params) ║
516
+ ║ ├── tools/tokenize/tokenize.cpp#347 llama_model_get_vocab(model) ║
517
+ ║ ├── tools/tokenize/tokenize.cpp#350 llama_init_from_model(model, ctx_params) ║
518
+ ║ ├── tools/tokenize/tokenize.cpp#395 common_token_to_piece(ctx, tokens) ║
519
+ ║ ├── common/common.cpp#1284 common_token_to_piece(ctx) ↩ ║
520
+ ║ ├── common/common.cpp#1285 llama_get_model(ctx) ║
521
+ ║ ├── common/common.cpp#1287 common_token_to_piece(vocab, token, special) ║
522
+ ║ ├── common/common.cpp#1290 common_token_to_piece(vocab) ↩ ║
523
+ ║ ├── common/common.cpp#1293 llama_token_to_piece(vocab, token, &piece[0], piece.size(), 0, special) ║
524
+ ║ ├── common/common.cpp#1296 piece.size() ║
525
+ ║ └── common/common.cpp#1303 ◀ return piece; ║
526
+ ╚════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════════╝
527
+
528
+ Secure Design Tips
529
+
530
+ • Enhance your unit and integration tests to cover the flows listed above.
531
+ • Continuously fuzz the parser and validation functions with diverse payloads.
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