apr-cli 0.32.0

CLI tool for APR model inspection, debugging, and operations
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140

//! Command implementations
//!
//! Each command follows Toyota Way principles:
//! - Genchi Genbutsu: Go and see the actual data
//! - Jidoka: Stop on quality issues
//! - Visualization: Make problems visible

pub(crate) mod aliases;
pub(crate) mod auto_quant;
pub(crate) mod awq_classifier;
pub(crate) mod awq_lint;
pub mod bench;
pub(crate) mod blob_gc;
pub mod canary;
pub mod cbtop;
pub mod chat;
pub mod check;
pub mod compare_hf;
pub(crate) mod compile;
pub(crate) mod convert;
pub(crate) mod copy_tag;
pub(crate) mod debug;
pub(crate) mod diff;
pub(crate) mod distill;
pub(crate) mod rm_gc_lint;

pub(crate) mod data;
pub(crate) mod diagnose;

pub(crate) mod dry_sampling_classifier;
pub(crate) mod dry_sampling_lint;
pub(crate) mod embeddings_classifier;
pub(crate) mod embeddings_lint;
pub(crate) mod eval;
#[cfg(feature = "training")]
pub(crate) mod experiment;
pub(crate) mod explain;
pub(crate) mod export;
#[cfg(feature = "training")]
pub(crate) mod finetune;
pub(crate) mod flow;
pub(crate) mod fp8_classifier;
pub(crate) mod fp8_lint;
pub(crate) mod gbnf_classifier;
pub(crate) mod gbnf_lint;
pub(crate) mod glob_filter;
pub(crate) mod gptq_classifier;
pub(crate) mod gptq_lint;
#[cfg(feature = "training")]
pub(crate) mod gpu;
pub(crate) mod grad_norm;
pub(crate) mod hex;
pub(crate) mod hf_endpoint;
pub(crate) mod imatrix_classifier;
pub(crate) mod imatrix_lint;
pub(crate) mod import;
pub(crate) mod inspect;
pub(crate) mod kernel_explain;
pub(crate) mod lint;
pub(crate) mod mcp;
pub(crate) mod merge;
#[cfg(feature = "training")]
pub(crate) mod model_config;
#[cfg(feature = "training")]
pub(crate) mod monitor;
#[cfg(feature = "dev")]
pub mod mono;
pub(crate) mod multi_lora_classifier;
pub(crate) mod nf4_classifier;
pub(crate) mod nf4_lint;
pub(crate) mod offline;
pub(crate) mod ollama_chat;
pub(crate) mod ollama_chat_classifier;
pub(crate) mod ollama_tool_call_classifier;
pub(crate) mod ollama_tools_lint;
pub(crate) mod oom_classifier;
pub(crate) mod oom_lint;
pub(crate) mod oracle;
pub(crate) mod parity;
pub(crate) mod pipeline;
#[cfg(feature = "training")]
pub(crate) mod pretrain;
pub(crate) mod probar;
pub(crate) mod profile;
pub(crate) mod progress;
pub(crate) mod prune;
pub(crate) mod ps_schema;
#[cfg(feature = "full")]
pub(crate) mod ptx_explain;
pub(crate) mod ptx_map;
pub(crate) mod publish;
pub(crate) mod pull;
pub(crate) mod pull_scheme;
pub(crate) mod qa;
pub(crate) mod qa_capability;
pub(crate) mod qualify;
pub(crate) mod quantize;
pub(crate) mod recipe;
pub(crate) mod registry;
pub(crate) mod registry_quota;
pub(crate) mod registry_quota_lint;
pub(crate) mod registry_schema;
pub(crate) mod resume_paths;
pub(crate) mod revision;
pub(crate) mod rosetta;
pub(crate) mod run;
#[cfg(feature = "training")]
pub(crate) mod runs;
pub(crate) mod search_merge;
pub(crate) mod serve;
pub(crate) mod serve_plan;
pub(crate) mod serve_plan_output;
pub(crate) mod shared_cache;
pub(crate) mod shared_cache_lint;
pub(crate) mod showcase;
pub(crate) mod sign_artifacts;
pub(crate) mod stamp;
pub(crate) mod stop_op;
pub(crate) mod tensors;
pub(crate) mod token_redactor;
pub(crate) mod tokenize;
pub(crate) mod tokenize_parquet;
pub(crate) mod tool_use_classifier;
pub(crate) mod tool_use_lint;
pub(crate) mod tp_pp_classifier;
pub(crate) mod trace;
#[cfg(feature = "inference")]
pub(crate) mod trace_save_tensor;
#[cfg(feature = "training")]
pub(crate) mod train;
pub(crate) mod tree;
pub(crate) mod tui;
#[cfg(feature = "training")]
pub(crate) mod tune;
pub(crate) mod typical_p_classifier;
pub(crate) mod typical_p_lint;
pub(crate) mod unified_search_lint;
pub(crate) mod validate;
pub(crate) mod validate_manifest;
pub(crate) mod xet_mode;