rica40325-sftdpo-9-15-2

developer_uid: rica40325

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

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

model_group: rica40325/sftdpo_9_15_2

status: torndown

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

num_battles: 10932

num_wins: 5632

celo_rating: 1263.4

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/sftdpo_9_15_2

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

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}]

gpu_counts: {'NVIDIA RTX A5000': 1}

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

is_internal_developer: False

language_model: rica40325/sftdpo_9_15_2

model_size: 8B

ranking_group: single

throughput_3p7s: 1.97

us_pacific_date: 2024-09-16

win_ratio: 0.5151847786315404

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}

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}

Resubmit model

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: ║     _____            __           __                                ║
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: ║                                                                     ║
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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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3343989849090576s
Received healthy response to inference request in 2.175405979156494s
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
5 requests
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mean time: 2.0427447319030763
Pipeline stage StressChecker completed in 10.80s
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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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Running pipeline stage MKMLProfilerRunner
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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Tearing down inference service rica40325-sftdpo-9-15-2-v1-profiler
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