New: Agile-Environment.md, Search_Requests.md

Search_Requests.md

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+# Hardware details search for AI model benchmark values
+
+## Motivation
+
+Benchmark values for speed are provided in tokens per second for
+a certain AI model but the Hardware used in the benchmark is not
+described; therefore, a research is requested to find combinations
+of AI model speed values and Hardware details.
+
+## AI model
+
+The AI model is
+Qwen3 VL 30B A3B Instruct .
+The model details are described at
+https://huggingface.co/Qwen/Qwen3-VL-30B-A3B-Instruct
+
+## Benchmark speed values
+
+An example for provided benchmark speed values is at
+https://artificialanalysis.ai/models/qwen3-vl-30b-a3b-instruct/providers
+
+There three relevant speed values are provided:
+- Fireworks: 141.7 t/s
+- Novita: 105.3 t/s
+- Alibaba Cloud: 104.3 t/s
+
+The fourth speed value is not relevant because it is for a quantized
+version of the model (FP8, 8 bit per parameter).
+
+## Tasks
+
+Your tasks are:
+1. Find out which Hardware was used for the three speed values of the example
+   and which VRAM throughput in GB/s this Hardware had.
+2. If you were not able to solve 1., then search for at least two
+   combinations of speed values and Hardware details for the AI model
+   with the original model parameter size of 16 bit per parameter.
+   When succeeded, end here.
+3. If you were not able to solve 1. and not able to solve 2., then
+   search for at least two
+   combinations of speed values and Hardware details for the AI model
+   with quantized model parameter size of 8 bit per parameter.
+