Fix a few minor typos

README.md

@@ -240,7 +240,7 @@ For example, computing allowed token set in the 32000-strong vocabulary of Llama
 
 - about 2.0ms for Yacc grammar of the C programming language
 - about 0.3ms for a regular expression
-- about 0.2ms for a substring contraint, from 4kB string
+- about 0.2ms for a substring constraint, from 4kB string
 
 The above numbers are for a single sequence, however each sequence is processed in separate process,
 and thus if there is more cores than sequences (which is typical), they do not change.

aici_abi/README.md

@@ -1,6 +1,6 @@
 # aici_abi
 
-This crate specifies the application binary inferface (ABI) for the AICI Controllers.
+This crate specifies the application binary interface (ABI) for the AICI Controllers.
 It also provides higher-level interfaces for implementing controllers.
 
 ## Low-level interface

aicirt/src/lib.rs

@@ -24,7 +24,7 @@ pub use fxhash::FxHashSet as HashSet;
 pub enum LogMode {
     Normal,
     Test,
-    Deamon,
+    Daemon,
 }
 
 fn daemon_format(
@@ -47,7 +47,7 @@ pub fn init_log(mode: LogMode) -> Result<()> {
         LogMode::Test => {
             Logger::try_with_env_or_str("debug")?.write_mode(WriteMode::SupportCapture)
         }
-        LogMode::Deamon => Logger::try_with_env_or_str("info")?
+        LogMode::Daemon => Logger::try_with_env_or_str("info")?
             .format(daemon_format)
             .log_to_stdout(),
     };

declctrl/src/declctrl.rs

@@ -774,7 +774,7 @@ impl StepState {
         let sidx = runner.bytes.len() - nbytes;
 
         for idx in sidx.saturating_sub(1)..runner.bytes.len().saturating_sub(1) {
-            if !is_boundry(runner.bytes[idx]) && is_boundry(runner.bytes[idx + 1]) {
+            if !is_boundary(runner.bytes[idx]) && is_boundary(runner.bytes[idx + 1]) {
                 self.num_words += 1;
                 break;
             }
@@ -828,7 +828,7 @@ impl StepState {
 
         return None;
 
-        fn is_boundry(b: u8) -> bool {
+        fn is_boundary(b: u8) -> bool {
             b == b' ' || b == b'\n' || b == b'\t'
         }
     }

jsctrl/README.md

@@ -15,7 +15,7 @@ and use the native constraints.
 
 This is quite similar to [PyCtrl](../pyctrl/README.md) but with JavaScript instead of Python.
 It is also smaller, at 1.3MiB without regex and CFG, 1.8MiB with regex, and 3.3MiB with regex and CFG.
-For comparision, pyctrl is 14MiB.
+For comparison, pyctrl is 14MiB.
 Also, the [PyCtrl samples](../pyctrl/samples/) translate 1:1 to JsCtrl.
 
 ## Usage

pyaici/cli.py

@@ -121,7 +121,7 @@ def infer_args(cmd: argparse.ArgumentParser):
     cmd.add_argument(
         "--temperature",
         type=float,
-        help="temperature for sampling; deflaut 0.0 (argmax)",
+        help="temperature for sampling; default 0.0 (argmax)",
     )
 
 
@@ -306,8 +306,8 @@ def main_inner():
 
     jsinit_cmd = subparsers.add_parser(
         "jsinit",
-        help="intialize current folder for jsctrl",
-        description="Intialize a JavaScript/TypeScript folder for jsctrl.",
+        help="initialize current folder for jsctrl",
+        description="Initialize a JavaScript/TypeScript folder for jsctrl.",
     )
     jsinit_cmd.add_argument(
         "--force", "-f", action="store_true", help="overwrite existing files"

pyaici/server.py

@@ -404,7 +404,7 @@ async def wrap():
 class Label:
     def __init__(self):
         """
-        Create a new label the indictes the current position in the sequence.
+        Create a new label the indicates the current position in the sequence.
         Can be passed as `following=` argument to `FixedTokens()`.
         """
         self.ptr = len(get_tokens())

pyaici/server_native.py

@@ -66,7 +66,7 @@ def eos_token() -> int:
 class TokenSet(Sequence[bool]):
     """
     Represents a set of tokens.
-    The value is true at indicies corresponding to tokens in the set.
+    The value is true at indices corresponding to tokens in the set.
     """
 
     def __init__(self):

rllm-cuda/scripts/convert.py

@@ -66,7 +66,7 @@ def _remove_duplicate_names(
 
         keep_name = sorted(list(complete_names))[0]
 
-        # Mecanism to preferentially select keys to keep
+        # Mechanism to preferentially select keys to keep
         # coming from the on-disk file to allow
         # loading models saved with a different choice
         # of keep_name
@@ -99,7 +99,7 @@ def get_discard_names(model_id: str, revision: Optional[str], folder: str, token
 
         class_ = getattr(transformers, architecture)
 
-        # Name for this varible depends on transformers version.
+        # Name for this variable depends on transformers version.
         discard_names = getattr(class_, "_tied_weights_keys", [])
 
     except Exception:

rllm-cuda/src/paged/blocks.rs

@@ -66,7 +66,7 @@ impl BlockRef {
         }
     }
 
-    pub fn is_singlular(&self) -> bool {
+    pub fn is_singular(&self) -> bool {
         let mut alloc = self.allocator.lock().unwrap();
         let blk = &mut alloc.all_blocks[self.block_idx];
         assert!(blk.ref_count > 0);
@@ -206,7 +206,7 @@ impl BlockSpaceManager {
             let block_idx = ptr / self.block_size;
             if block_idx < block_table.len() {
                 let curr_block = &mut block_table[block_idx];
-                if !curr_block.is_singlular() {
+                if !curr_block.is_singular() {
                     let new_block = self.alloc_gpu();
                     let old_block_number = curr_block.block_idx;
                     let new_block_number = new_block.block_idx;

rllm-cuda/src/server/mod.rs

@@ -541,7 +541,7 @@ pub async fn server_main(mut args: RllmCliArgs) -> () {
         None => {}
     }
     aicirt::init_log(if args.daemon {
-        aicirt::LogMode::Deamon
+        aicirt::LogMode::Daemon
     } else {
         aicirt::LogMode::Normal
     })

tch-cuda/kernels/flash_attn/flash_api.cpp

@@ -301,7 +301,7 @@ mha_fwd(at::Tensor &q,         // batch_size x seqlen_q x num_heads x head_size
     const int head_size_og = sizes[3];
     const int seqlen_k = k.size(1);
     const int num_heads_k = k.size(2);
-    TORCH_CHECK(batch_size > 0, "batch size must be postive");
+    TORCH_CHECK(batch_size > 0, "batch size must be positive");
     TORCH_CHECK(head_size_og <= 256, "FlashAttention forward only supports head dimension at most 256");
     TORCH_CHECK(num_heads % num_heads_k == 0, "Number of heads in key/value must divide number of heads in query");
 
@@ -1164,7 +1164,7 @@ mha_fwd_kvcache(at::Tensor &q,                 // batch_size x seqlen_q x num_he
     const int seqlen_k = kcache.size(1);
     const int num_heads_k = kcache.size(2);
     const int batch_size_c = kcache.size(0);
-    TORCH_CHECK(batch_size > 0, "batch size must be postive");
+    TORCH_CHECK(batch_size > 0, "batch size must be positive");
     TORCH_CHECK(head_size_og <= 256, "FlashAttention forward only supports head dimension at most 256");
     TORCH_CHECK(num_heads % num_heads_k == 0, "Number of heads in key/value must divide number of heads in query");
 

tch-cuda/kernels/flash_attn/flash_fwd_kernel.h

@@ -1201,7 +1201,7 @@ inline __device__ void combine_attn_seqk_parallel(const Params &params) {
                               Shape<Int<kBlockM>>{}, Stride<_1>{});
     constexpr int kNLsePerThread = (kMaxSplits * kBlockM + kNThreads - 1) / kNThreads;
 
-    // Read the LSE values from gmem and store them in shared memory, then tranpose them.
+    // Read the LSE values from gmem and store them in shared memory, then transpose them.
     constexpr int kRowsPerLoadLSE = kNThreads / kBlockM;
     #pragma unroll
     for (int l = 0; l < kNLsePerThread; ++l) {

tch-cuda/kernels/flash_attn/kernel_traits.h

@@ -181,7 +181,7 @@ struct Flash_fwd_kernel_traits : public Base {
                         Layout<Shape < _1, _8>>{}));  // Val layout, 8 vals per load
 };
 
-// Is_V_in_regs is an option to reduce smem usage, but will increase register pressue.
+// Is_V_in_regs is an option to reduce smem usage, but will increase register pressure.
 // No_double_buffer is another option to reduce smem usage, but will slow things down.
 template<int kHeadDim_, int kBlockM_, int kBlockN_, int kNWarps_,
          int AtomLayoutMSdP_=1, int AtomLayoutNdKV=2, int AtomLayoutMdQ=2,

tutorials/promptlib_examples/information_flow_examples.ipynb

@@ -44,7 +44,7 @@
     "\n",
     "We show a simple 2-step security example, where we want to ensure that pre-identified security-critical decisions are not directly influenced by untrusted data. We'll start with a user command (e.g., \"summarize this web page and email me the result\").  \n",
     "\n",
-    "We'll setup an example where the raw web page includes an XPIA attack to send money to a hacker. For this exmaple, we'll make sure there's a bank transfer plugin.\n"
+    "We'll setup an example where the raw web page includes an XPIA attack to send money to a hacker. For this example, we'll make sure there's a bank transfer plugin.\n"
    ]
   },
   {
@@ -62,7 +62,7 @@
     "You have access to the following tools:\n",
     "\n",
     "AddToDo: adds text to the user's to-do list.\n",
-    "SendEmail: useful for when you want to send an email to a specfied user\n",
+    "SendEmail: useful for when you want to send an email to a specified user\n",
     "SendPayment: useful for when you want to send a payment via bank transfer, venmo, etc to a specified user\n",
     "\n",
     "Think carefully when deciding how to use a tool.  Follow the following procedure:\n",
@@ -160,7 +160,7 @@
       "You have access to the following tools:\n",
       "\n",
       "AddToDo: adds text to the user's to-do list.\n",
-      "SendEmail: useful for when you want to send an email to a specfied user\n",
+      "SendEmail: useful for when you want to send an email to a specified user\n",
       "SendPayment: useful for when you want to send a payment via bank transfer, venmo, etc to a specified user\n",
       "\n",
       "Think carefully when deciding how to use a tool.  Follow the following procedure:\n",
@@ -218,7 +218,7 @@
       "You have access to the following tools:\n",
       "\n",
       "AddToDo: adds text to the user's to-do list.\n",
-      "SendEmail: useful for when you want to send an email to a specfied user\n",
+      "SendEmail: useful for when you want to send an email to a specified user\n",
       "SendPayment: useful for when you want to send a payment via bank transfer, venmo, etc to a specified user\n",
       "\n",
       "Think carefully when deciding how to use a tool.  Follow the following procedure:\n",
@@ -275,7 +275,7 @@
       "You have access to the following tools:\n",
       "\n",
       "AddToDo: adds text to the user's to-do list.\n",
-      "SendEmail: useful for when you want to send an email to a specfied user\n",
+      "SendEmail: useful for when you want to send an email to a specified user\n",
       "SendPayment: useful for when you want to send a payment via bank transfer, venmo, etc to a specified user\n",
       "\n",
       "Think carefully when deciding how to use a tool.  Follow the following procedure:\n",