{ "job_id": "5efb2079", "saved_at": "2026-04-29T22:38:48.138426", "mode": "rag_compare", "model_key": "tinyllama", "model_label": "TinyLlama", "model_params": "1.1B", "question": "What is REM (Remote Energy Measurement)?", "results": { "baseline": { "mode": "rag", "rag_mode": "baseline", "model_key": "tinyllama", "model_label": "TinyLlama", "model_params": "1.1B", "question": "What is REM (Remote Energy Measurement)?", "answer": "REM (Remote Energy Measurement) is a technology that allows the measurement of energy consumption from a remote location using sensors, sensors, or other devices installed in the building. It helps to reduce energy waste and improve energy efficiency by allowing for more accurate and informed decision-making about energy usage patterns. REM technologies use a variety of methods such as wireless sensors, mobile apps, smart meters, and data analytics to collect and transmit energy data in real-time, enabling building operators and utility companies to make informed decisions about reducing energy consumption, improving efficiency, and optimizing energy bills.", "top_k": 0, "chunk_size": 512, "chunks_retrieved": 0, "chunk_sources": [], "embedding_ms": 0.0, "retrieval_ms": 0.0, "num_ctx": 4096, "inference": { "output_tokens": 128, "input_tokens": 79, "tokens_per_sec": 94.8, "duration_s": 1.35, "response": "REM (Remote Energy Measurement) is a technology that allows the measurement of energy consumption from a remote location using sensors, sensors, or other devices installed in the building. It helps to reduce energy waste and improve energy efficiency by allowing for more accurate and informed decision-making about energy usage patterns. REM technologies use a variety of methods such as wireless sensors, mobile apps, smart meters, and data analytics to collect and transmit energy data in real-time, enabling building operators and utility companies to make informed decisions about reducing energy consumption, improving efficiency, and optimizing energy bills." }, "energy": { "w_base": 53.94, "w_task": 54.23, "delta_w": 0.29, "delta_t_s": 1.35, "delta_e_wh": 0.0001, "mwh_per_token": 0.0008, "poll_count": 2, "confidence": { "flag": "\ud83d\udd34", "label": "Need more data" } }, "thermals": { "cpu_base": 49.5, "gpu_base": 36.0, "cpu_end": 50.875, "gpu_end": 41.0 }, "scope": "Device layer only (GoS1). Network and CPE excluded. No amortised training cost." }, "rag": { "mode": "rag", "rag_mode": "rag", "model_key": "tinyllama", "model_label": "TinyLlama", "model_params": "1.1B", "question": "What is REM (Remote Energy Measurement)?", "answer": "REM (Remote Energy Measurement) is a framework provided by the European Commission to measure and monitor energy consumption in data centers. It provides a foundation for developing attribute methodologies to embedded AI components, but it still needs to be developed and further implemented. REM enables organizations to collect data from various energy-consuming systems, including cooling systems, power supplies, and cooling water, in order to measure the overall energy consumption of their data centers. This information is used for compliance reporting under Code of Conduct requirements and to facilitate reporting based on manual measurements, as mentioned in the cross-reference table. 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This can include smart meters, appliances, and other devices that produce electrical energy. REM technology enables organizations to monitor their energy consumption in real-time, allowing them to optimize their energy use and reduce their carbon footprint. By using REM data, businesses can gain valuable insights into their energy usage patterns, identify areas for improvement, and make sustainable energy savings." }, "energy": { "w_base": 77.07, "w_task": 67.45, "delta_w": -9.62, "delta_t_s": 1.54, "delta_e_wh": -0.0041, "mwh_per_token": -0.0357, "poll_count": 2, "confidence": { "flag": "\ud83d\udd34", "label": "Need more data" } }, "thermals": { "cpu_base": 51.0, "gpu_base": 39.0, "cpu_end": 53.75, "gpu_end": 44.0 }, "scope": "Device layer only (GoS1). Network and CPE excluded. No amortised training cost." } }, "scope": "Device layer only (GoS1). Network and CPE excluded. No amortised training cost." }