rica40325-sftdpo-9-15-2

submission_id: rica40325-sftdpo-9-15-2_v1

developer_uid: rica40325

best_of: 16

celo_rating: 1263.4

display_name: rica40325-sftdpo-9-15-2_v1

family_friendly_score: 0.0

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: False

language_model: rica40325/sftdpo_9_15_2

latencies: [{'batch_size': 1, 'throughput': 0.9093487264637758, 'latency_mean': 1.0995919549465178, 'latency_p50': 1.0861119031906128, 'latency_p90': 1.2332220792770385}, {'batch_size': 4, 'throughput': 1.7766242577362699, 'latency_mean': 2.2416108548641205, 'latency_p50': 2.25016713142395, 'latency_p90': 2.493992066383362}, {'batch_size': 5, 'throughput': 1.8654010593220165, 'latency_mean': 2.66528434753418, 'latency_p50': 2.644783854484558, 'latency_p90': 3.012795662879944}, {'batch_size': 8, 'throughput': 1.9767159921944513, 'latency_mean': 4.015633993148803, 'latency_p50': 4.017249822616577, 'latency_p90': 4.558178544044495}, {'batch_size': 10, 'throughput': 1.994554291344638, 'latency_mean': 4.96679762840271, 'latency_p50': 4.9912614822387695, 'latency_p90': 5.691798686981201}, {'batch_size': 12, 'throughput': 2.0139353118189423, 'latency_mean': 5.870930643081665, 'latency_p50': 5.967160701751709, 'latency_p90': 6.770223402976989}, {'batch_size': 15, 'throughput': 2.011821081601813, 'latency_mean': 7.3038315367698665, 'latency_p50': 7.419245481491089, 'latency_p90': 8.130823349952697}]

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

model_group: rica40325/sftdpo_9_15_2

model_name: rica40325-sftdpo-9-15-2_v1

model_num_parameters: 8030261248.0

model_repo: rica40325/sftdpo_9_15_2

model_size: 8B

num_battles: 10932

num_wins: 5632

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 1.97

timestamp: 2024-09-17T04:08:11+00:00

us_pacific_date: 2024-09-16

win_ratio: 0.5151847786315404

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Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name rica40325-sftdpo-9-15-2-v1-mkmlizer
Waiting for job on rica40325-sftdpo-9-15-2-v1-mkmlizer to finish
rica40325-sftdpo-9-15-2-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║     _____            __           __                                ║
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rica40325-sftdpo-9-15-2-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║       /___/                                                         ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-2-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rica40325-sftdpo-9-15-2-v1-mkmlizer: Downloaded to shared memory in 34.782s
rica40325-sftdpo-9-15-2-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp50b_6ff_, device:0
rica40325-sftdpo-9-15-2-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-sftdpo-9-15-2-v1-mkmlizer: quantized model in 25.788s
rica40325-sftdpo-9-15-2-v1-mkmlizer: Processed model rica40325/sftdpo_9_15_2 in 60.571s
rica40325-sftdpo-9-15-2-v1-mkmlizer: creating bucket guanaco-mkml-models
rica40325-sftdpo-9-15-2-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-sftdpo-9-15-2-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-sftdpo-9-15-2-v1
rica40325-sftdpo-9-15-2-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-2-v1/config.json
rica40325-sftdpo-9-15-2-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-2-v1/special_tokens_map.json
rica40325-sftdpo-9-15-2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-2-v1/tokenizer_config.json
rica40325-sftdpo-9-15-2-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-sftdpo-9-15-2-v1/flywheel_model.0.safetensors
rica40325-sftdpo-9-15-2-v1-mkmlizer: 
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Job rica40325-sftdpo-9-15-2-v1-mkmlizer completed after 83.35s with status: succeeded
Stopping job with name rica40325-sftdpo-9-15-2-v1-mkmlizer
Pipeline stage MKMLizer completed in 84.48s
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Pipeline stage MKMLTemplater completed in 0.18s
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Creating inference service rica40325-sftdpo-9-15-2-v1
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Inference service rica40325-sftdpo-9-15-2-v1 ready after 170.45654106140137s
Pipeline stage MKMLDeployer completed in 170.82s
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Received healthy response to inference request in 2.3343989849090576s
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Received healthy response to inference request in 1.9316258430480957s
Received healthy response to inference request in 1.7514429092407227s
Received healthy response to inference request in 2.0208499431610107s
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mean time: 2.0427447319030763
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Inference service rica40325-sftdpo-9-15-2-v1-profiler ready after 170.3852825164795s
Pipeline stage MKMLProfilerDeployer completed in 170.73s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-sftdpo-9-15-2-v1-profiler-predictor-00001-deploy9jqfr:/code/chaiverse_profiler_1726546587 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-sftdpo-9-15-2-v1-profiler-predictor-00001-deploy9jqfr --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726546587 && python profiles.py profile --best_of_n 16 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726546587/summary.json'
kubectl exec -it rica40325-sftdpo-9-15-2-v1-profiler-predictor-00001-deploy9jqfr --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726546587/summary.json'
Pipeline stage MKMLProfilerRunner completed in 846.88s
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Service rica40325-sftdpo-9-15-2-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.96s
Shutdown handler de-registered
rica40325-sftdpo-9-15-2_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-sftdpo-9-15-2_v1 status is now torndown due to DeploymentManager action