Please ensure you have started the FLM server and have the correct URL and port. 


Checking flm version...
Detected flm version: 1.0.1

Fetching available models...

=== Starting LLM Tests ===
Models found: 1

--- Testing LLM model: qwen3.8-distill:2b ---

Testing stream mode...

Prompt: Teach me Maxwell's equations.
Done.
Follow-up Prompt: Explain why they are important.
Done.
Finished testing model: qwen3.8-distill:2b

LLM tests complete. Saved to results/20260824_112808/linux/llm_results_v1.0.1.csv

Checking flm version...
Detected flm version: 1.0.1

Fetching available models...
  1. qwen3.8-distill:2b

=== Starting Vision Tests ===
Models found: 1

--- Testing VLMs: qwen3.8-distill:2b ---
Prompt: Extract text from the first image, describe the second one, and imagine what the spectrogram might sound like.
Text extraction check: PASS
Done.
Follow-up Prompt: Make a story that connects the images together.
Seagull check: PASS (recognized in description)
Done.
Follow-up Prompt: What kind of sound does the spectrogram represent?
Spectrogram music check: PASS
Done.
Finished testing model: qwen3.8-distill:2b
Vision tests complete. Saved to results/20260824_112950/linux/vision_results_v1.0.1.csv

Checking flm version...
Detected flm version: 1.0.1

Fetching available models...

=== Starting Tool Calling Tests ===
Models found: 1
Reasoning effort requested: medium

--- Testing tool-calling model: qwen3.8-distill:2b ---

Testing non-stream mode...
L1 Basic Tool Call: What's the current weather in Paris right now? Use the tools available to you.
Check result: FAIL (no tool call issued)
L2 Argument Extraction: A friend of mine lives in the city where the Eiffel Tower stands. Use your tools to tell me the current weather there.
Check result: PASS (called get_current_weather with location 'Paris')
L3 Tool Restraint: Do not call any tools. Answer directly from your own knowledge: what is the capital of France?
Check result: PASS (answered directly without any tool call)
L4 Parallel Tool Calls: Using your tools, compare the current weather in Paris and Tokyo.
Check result: FAIL (no tool call issued)
L5 Multi-Turn Tool Loop: Use the price lookup tool to check the unit price of a 'widget', then tell me what 3 widgets would cost after a 10% discount. Do the math yourself.
Lookup check result: PASS (requested price for 'widget')
Final answer check result: PASS (final answer contains the computed total ($54))

Testing stream mode...
L1 Basic Tool Call: What's the current weather in Paris right now? Use the tools available to you.
Check result: PASS (called get_current_weather with location 'Paris')
L2 Argument Extraction: A friend of mine lives in the city where the Eiffel Tower stands. Use your tools to tell me the current weather there.
Check result: PASS (called get_current_weather with location 'Paris, France')
L3 Tool Restraint: Do not call any tools. Answer directly from your own knowledge: what is the capital of France?
Check result: PASS (answered directly without any tool call)
L4 Parallel Tool Calls: Using your tools, compare the current weather in Paris and Tokyo.
Check result: FAIL (no tool call issued)
L5 Multi-Turn Tool Loop: Use the price lookup tool to check the unit price of a 'widget', then tell me what 3 widgets would cost after a 10% discount. Do the math yourself.
Lookup check result: FAIL (no tool call issued for the price lookup)
Final answer check result: FAIL (computed total $54 not found in final answer)
Finished testing model: qwen3.8-distill:2b

Tool calling tests complete. Saved to results/20260824_113114/linux/tools_results_v1.0.1.csv