all: fix typos in documentation, code, and comments (#7021)

server/sched.go

@@ -54,7 +54,7 @@ type Scheduler struct {
 var defaultModelsPerGPU = 3
 
 // Default automatic value for parallel setting
-// Model will still need to fit in VRAM.  If this setting wont fit
+// Model will still need to fit in VRAM.  If this setting won't fit
 // we'll back off down to 1 to try to get it to fit
 var defaultParallel = 4
 
@@ -501,7 +501,7 @@ func (s *Scheduler) updateFreeSpace(allGpus discover.GpuInfoList) {
 			} else if (allGpus[i].TotalMemory - p) < allGpus[i].FreeMemory { // predicted free is smaller than reported free, use it
 				// TODO maybe we should just always trust our numbers, since cuda's free memory reporting is laggy
 				// and we might unload models we didn't actually need to.  The risk is if some other GPU intensive app is loaded
-				// after we start our first runner, then we'll never acount for that, so picking the smallest free value seems prudent.
+				// after we start our first runner, then we'll never account for that, so picking the smallest free value seems prudent.
 				allGpus[i].FreeMemory = allGpus[i].TotalMemory - p
 			}
 			slog.Info("updated VRAM based on existing loaded models", "gpu", allGpus[i].ID, "library", allGpus[i].Library, "total", format.HumanBytes2(allGpus[i].TotalMemory), "available", format.HumanBytes2(allGpus[i].FreeMemory))
@@ -683,7 +683,7 @@ func (a ByDuration) Less(i, j int) bool {
 // pickBestFullFitByLibrary will try to find the optimal placement of the model in the available GPUs where the model fully fits
 // The list of GPUs returned will always be the same brand (library)
 // If the model can not be fit fully within the available GPU(s) nil is returned
-// If numParallel is <= 0, this will attempt try to optimize parallism based on available VRAM, and adjust
+// If numParallel is <= 0, this will attempt try to optimize parallelism based on available VRAM, and adjust
 // opts.NumCtx accordingly
 func pickBestFullFitByLibrary(req *LlmRequest, ggml *llm.GGML, gpus discover.GpuInfoList, numParallel *int) discover.GpuInfoList {
 	var estimatedVRAM uint64

server/sched_test.go

@@ -325,7 +325,7 @@ func TestRequestsMultipleLoadedModels(t *testing.T) {
 	require.Len(t, s.loaded, 3)
 	s.loadedMu.Unlock()
 
-	// Try to load a model that wont fit
+	// Try to load a model that won't fit
 	s.newServerFn = d.newServer
 	slog.Info("d")
 	s.loadedMu.Lock()
@@ -394,7 +394,7 @@ func TestGetRunner(t *testing.T) {
 	c.req.model.ModelPath = "bad path"
 	slog.Info("c")
 	successCh1c, errCh1c := s.GetRunner(c.ctx, c.req.model, c.req.opts, c.req.sessionDuration)
-	// Starts in pending channel, then should be quickly processsed to return an error
+	// Starts in pending channel, then should be quickly processed to return an error
 	time.Sleep(50 * time.Millisecond) // Long enough for the "a" model to expire and unload
 	require.Empty(t, successCh1c)
 	s.loadedMu.Lock()

server/testdata/tools/command-r-plus.out

@@ -6,7 +6,7 @@ The instructions in this section override those in the task description and styl
 You are a powerful conversational AI trained by Cohere to help people. You are augmented by a number of tools, and your job is to use and consume the output of these tools to best help the user. You will see a conversation history between yourself and a user, ending with an utterance from the user. You will then see a specific instruction instructing you what kind of response to generate. When you answer the user's requests, you cite your sources in your answers, according to those instructions.
 
 # User Preamble
-You are a knowledgable assistant. You can answer questions and perform tasks.
+You are a knowledgeable assistant. You can answer questions and perform tasks.
 
 ## Available Tools
 Here is a list of tools that you have available to you:
@@ -16,7 +16,7 @@ def get_current_weather(format: string, location: string, ) -> List[Dict]:
     """Get the current weather
 
     Args:
-        format (string): The temperature unit to use. Infer this from the users location.
+        format (string): The temperature unit to use. Infer this from the user's location.
         location (string): The city and state, e.g. San Francisco, CA
     """
     pass

server/testdata/tools/firefunction.out

@@ -1,5 +1,5 @@
 <|start_header_id|>system<|end_header_id|>
-You are a knowledgable assistant. You can answer questions and perform tasks.
+You are a knowledgeable assistant. You can answer questions and perform tasks.
 In addition to plain text responses, you can chose to call one or more of the provided functions.
 
 Use the following rule to decide when to call a function:
@@ -14,4 +14,4 @@ If you decide to call functions:
   * make sure you pick the right functions that match the user intent
 
 Available functions as JSON spec:
-[{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the users location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}}]<|eot_id|><|start_header_id|><|end_header_id|>You are a knowledgable assistant. You can answer questions and perform tasks.<|eot_id|><|start_header_id|>user<|end_header_id|>What's the weather like today in Paris?<|eot_id|><|start_header_id|>assistant<|end_header_id|> functools[{"name": "get_current_weather", "arguments": {"format":"celsius","location":"Paris, France"}}]<|eot_id|><|start_header_id|>tool<|end_header_id|>22<|eot_id|><|start_header_id|>assistant<|end_header_id|>The current temperature in Paris, France is 22 degrees Celsius.<|eot_id|><|start_header_id|>user<|end_header_id|>What's the weather like today in San Francisco and Toronto?<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+[{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the user's location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}}]<|eot_id|><|start_header_id|><|end_header_id|>You are a knowledgeable assistant. You can answer questions and perform tasks.<|eot_id|><|start_header_id|>user<|end_header_id|>What's the weather like today in Paris?<|eot_id|><|start_header_id|>assistant<|end_header_id|> functools[{"name": "get_current_weather", "arguments": {"format":"celsius","location":"Paris, France"}}]<|eot_id|><|start_header_id|>tool<|end_header_id|>22<|eot_id|><|start_header_id|>assistant<|end_header_id|>The current temperature in Paris, France is 22 degrees Celsius.<|eot_id|><|start_header_id|>user<|end_header_id|>What's the weather like today in San Francisco and Toronto?<|eot_id|><|start_header_id|>assistant<|end_header_id|>

server/testdata/tools/llama3-groq-tool-use.out

@@ -1,12 +1,12 @@
 <|start_header_id|>system<|end_header_id|>
 
-You are a knowledgable assistant. You can answer questions and perform tasks. You are provided with function signatures within <tools></tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. For each function call return a json object with function name and arguments within <tool_call></tool_call> XML tags as follows:
+You are a knowledgeable assistant. You can answer questions and perform tasks. You are provided with function signatures within <tools></tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. For each function call return a json object with function name and arguments within <tool_call></tool_call> XML tags as follows:
 <tool_call>
 {"name": <function-name>,"arguments": <args-dict>}
 </tool_call>
 
 Here are the available tools:
-<tools> {"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the users location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}} </tools><|eot_id|><|start_header_id|>user<|end_header_id|>
+<tools> {"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the user's location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}} </tools><|eot_id|><|start_header_id|>user<|end_header_id|>
 
 What's the weather like today in Paris?<|eot_id|><|start_header_id|>assistant<|end_header_id|>
 

server/testdata/tools/messages.json

@@ -1,7 +1,7 @@
 [
   {
     "role": "system",
-    "content": "You are a knowledgable assistant. You can answer questions and perform tasks."
+    "content": "You are a knowledgeable assistant. You can answer questions and perform tasks."
   },
   {
     "role": "user",

server/testdata/tools/mistral.out

@@ -1,3 +1,3 @@
-[INST] What's the weather like today in Paris?[/INST][TOOL_CALLS] [{"name": "get_current_weather", "arguments": {"format":"celsius","location":"Paris, France"}}]</s>[TOOL_RESULTS] {"content": 22}[/TOOL_RESULTS] The current temperature in Paris, France is 22 degrees Celsius.</s>[AVAILABLE_TOOLS] [{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the users location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}}][/AVAILABLE_TOOLS][INST] You are a knowledgable assistant. You can answer questions and perform tasks.
+[INST] What's the weather like today in Paris?[/INST][TOOL_CALLS] [{"name": "get_current_weather", "arguments": {"format":"celsius","location":"Paris, France"}}]</s>[TOOL_RESULTS] {"content": 22}[/TOOL_RESULTS] The current temperature in Paris, France is 22 degrees Celsius.</s>[AVAILABLE_TOOLS] [{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the user's location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}}][/AVAILABLE_TOOLS][INST] You are a knowledgeable assistant. You can answer questions and perform tasks.
 
 What's the weather like today in San Francisco and Toronto?[/INST]

server/testdata/tools/nemotron.out

@@ -1,8 +1,8 @@
 <extra_id_0>System
-You are a knowledgable assistant. You can answer questions and perform tasks.
+You are a knowledgeable assistant. You can answer questions and perform tasks.
 
 
-<tool> {"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the users location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}} </tool>
+<tool> {"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the user's location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}} </tool>
 
 
 <extra_id_1>User

server/testdata/tools/tools.json

@@ -17,7 +17,7 @@
               "celsius",
               "fahrenheit"
             ],
-            "description": "The temperature unit to use. Infer this from the users location."
+            "description": "The temperature unit to use. Infer this from the user's location."
           }
         },
         "required": [

server/testdata/tools/xlam.out

@@ -1,4 +1,4 @@
-You are a knowledgable assistant. You can answer questions and perform tasks.
+You are a knowledgeable assistant. You can answer questions and perform tasks.
 ### Instruction:
 What's the weather like today in Paris?
 ### Response:
@@ -16,7 +16,7 @@ If the given question lacks the parameters required by the function, also point
 [END OF TASK INSTRUCTION]
 
 [BEGIN OF AVAILABLE TOOLS]
-[{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the users location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}}]
+[{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather","parameters":{"type":"object","required":["location","format"],"properties":{"format":{"type":"string","description":"The temperature unit to use. Infer this from the user's location.","enum":["celsius","fahrenheit"]},"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"}}}}}]
 [END OF AVAILABLE TOOLS]
 
 [BEGIN OF FORMAT INSTRUCTION]