chore: fix message descriptions in arguments and comments (#36504)

chore: fix messagedescriptions in arguments and comments

src/transformers/agents/agents.py

@@ -332,7 +332,7 @@ def format_prompt_with_tools(toolbox: Toolbox, prompt_template: str, tool_descri
 def show_agents_descriptions(managed_agents: list):
     managed_agents_descriptions = """
 You can also give requests to team members.
-Calling a team member works the same as for calling a tool: simply, the only argument you can give in the call is 'request', a long string explaning your request.
+Calling a team member works the same as for calling a tool: simply, the only argument you can give in the call is 'request', a long string explaining your request.
 Given that this team member is a real human, you should be very verbose in your request.
 Here is a list of the team members that you can call:"""
     for agent in managed_agents.values():

src/transformers/agents/evaluate_agent.py

@@ -275,7 +275,7 @@ def score_code(agent_answer, theoretical_answer, verbose: bool = False):
         return 1
     elif isinstance(agent_answer, dict) and any(v in theoretical_answer for v in agent_answer.values()):
         if verbose:
-            print("Almsot perfect, result in state!")
+            print("Almost perfect, result in state!")
         return 0.75
     else:
         if verbose:
@@ -345,7 +345,7 @@ def evaluate_agent(agent, batch_size=8, verbose=False, return_errors=False):
         missing_tools = set(TEST_TOOLS) - agent_tools
         unexpected_tools = set(agent_tools) - TEST_TOOLS
         raise ValueError(
-            f"Fix the test tools in the evaluate_agent module. Tools mising: {missing_tools}. Extra tools: {unexpected_tools}."
+            f"Fix the test tools in the evaluate_agent module. Tools missing: {missing_tools}. Extra tools: {unexpected_tools}."
         )
 
     eval_tasks = []

src/transformers/agents/python_interpreter.py

@@ -32,7 +32,7 @@ if is_pandas_available():
 
 class InterpreterError(ValueError):
     """
-    An error raised when the interpretor cannot evaluate a Python expression, due to syntax error or unsupported
+    An error raised when the interpreter cannot evaluate a Python expression, due to syntax error or unsupported
     operations.
     """
 
@@ -713,14 +713,14 @@ def evaluate_ast(
     Evaluate an abstract syntax tree using the content of the variables stored in a state and only evaluating a given
     set of functions.
 
-    This function will recurse trough the nodes of the tree provided.
+    This function will recurse through the nodes of the tree provided.
 
     Args:
         expression (`ast.AST`):
             The code to evaluate, as an abstract syntax tree.
         state (`Dict[str, Any]`):
             A dictionary mapping variable names to values. The `state` is updated if need be when the evaluation
-            encounters assignements.
+            encounters assignments.
         static_tools (`Dict[str, Callable]`):
             Functions that may be called during the evaluation. Trying to change one of these static_tools will raise an error.
         custom_tools (`Dict[str, Callable]`):
@@ -736,7 +736,7 @@ def evaluate_ast(
         )
     OPERATIONS_COUNT += 1
     if isinstance(expression, ast.Assign):
-        # Assignement -> we evaluate the assignment which should update the state
+        # Assignment -> we evaluate the assignment which should update the state
         # We return the variable assigned as it may be used to determine the final result.
         return evaluate_assign(expression, state, static_tools, custom_tools)
     elif isinstance(expression, ast.AugAssign):

src/transformers/agents/translation.py

@@ -256,7 +256,7 @@ class TranslationTool(PipelineTool):
         },
         "tgt_lang": {
             "type": "string",
-            "description": "The language for the desired ouput language. Written in plain English, such as 'Romanian', or 'Albanian'",
+            "description": "The language for the desired output language. Written in plain English, such as 'Romanian', or 'Albanian'",
         },
     }
     output_type = "string"