submission_id: rica40325-spin-first_v4
developer_uid: rica40325
best_of: 8
celo_rating: 1251.31
display_name: rica40325-spin-first_v2
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': 1024, 'best_of': 8, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: False
language_model: rica40325/spin_first
latencies: [{'batch_size': 1, 'throughput': 0.8774822814434295, 'latency_mean': 1.139530099630356, 'latency_p50': 1.1340105533599854, 'latency_p90': 1.2602927923202514}, {'batch_size': 4, 'throughput': 1.8805776239575183, 'latency_mean': 2.117472733259201, 'latency_p50': 2.112957239151001, 'latency_p90': 2.3679921627044678}, {'batch_size': 5, 'throughput': 2.029201528562096, 'latency_mean': 2.451303708553314, 'latency_p50': 2.4590145349502563, 'latency_p90': 2.7426636695861815}, {'batch_size': 8, 'throughput': 2.257866496970385, 'latency_mean': 3.51349081158638, 'latency_p50': 3.487810969352722, 'latency_p90': 3.953903889656067}, {'batch_size': 10, 'throughput': 2.3340561232088195, 'latency_mean': 4.259744461774826, 'latency_p50': 4.258525013923645, 'latency_p90': 4.799982404708862}, {'batch_size': 12, 'throughput': 2.390242597139857, 'latency_mean': 4.966891789436341, 'latency_p50': 5.0094313621521, 'latency_p90': 5.657481718063354}, {'batch_size': 15, 'throughput': 2.359708884900272, 'latency_mean': 6.263965179920197, 'latency_p50': 6.27416718006134, 'latency_p90': 7.01330873966217}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: rica40325/spin_first
model_name: rica40325-spin-first_v2
model_num_parameters: 8030261248.0
model_repo: rica40325/spin_first
model_size: 8B
num_battles: 16387
num_wins: 8200
ranking_group: single
status: torndown
submission_type: basic
throughput_3p7s: 2.3
timestamp: 2024-09-19T12:46:03+00:00
us_pacific_date: 2024-09-19
win_ratio: 0.5003966558857631
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-spin-first-v4-mkmlizer
Waiting for job on rica40325-spin-first-v4-mkmlizer to finish
rica40325-spin-first-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-spin-first-v4-mkmlizer: ║ _____ __ __ ║
rica40325-spin-first-v4-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
rica40325-spin-first-v4-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
rica40325-spin-first-v4-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
rica40325-spin-first-v4-mkmlizer: ║ /___/ ║
rica40325-spin-first-v4-mkmlizer: ║ ║
rica40325-spin-first-v4-mkmlizer: ║ Version: 0.10.1 ║
rica40325-spin-first-v4-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
rica40325-spin-first-v4-mkmlizer: ║ https://mk1.ai ║
rica40325-spin-first-v4-mkmlizer: ║ ║
rica40325-spin-first-v4-mkmlizer: ║ The license key for the current software has been verified as ║
rica40325-spin-first-v4-mkmlizer: ║ belonging to: ║
rica40325-spin-first-v4-mkmlizer: ║ ║
rica40325-spin-first-v4-mkmlizer: ║ Chai Research Corp. ║
rica40325-spin-first-v4-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
rica40325-spin-first-v4-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
rica40325-spin-first-v4-mkmlizer: ║ ║
rica40325-spin-first-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission zonemercy-lexical-nemov8_5966_v2: ('http://zonemercy-lexical-nemov8-5966-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:33742->127.0.0.1:8080: read: connection reset by peer\n')
rica40325-spin-first-v4-mkmlizer: Downloaded to shared memory in 37.455s
rica40325-spin-first-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplhd1wrxu, device:0
rica40325-spin-first-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-spin-first-v4-mkmlizer: quantized model in 28.348s
rica40325-spin-first-v4-mkmlizer: Processed model rica40325/spin_first in 65.803s
rica40325-spin-first-v4-mkmlizer: creating bucket guanaco-mkml-models
Connection pool is full, discarding connection: %s. Connection pool size: %s
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rica40325-spin-first-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-spin-first-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-spin-first-v4
rica40325-spin-first-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-spin-first-v4/config.json
rica40325-spin-first-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-spin-first-v4/special_tokens_map.json
rica40325-spin-first-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-spin-first-v4/tokenizer_config.json
rica40325-spin-first-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-spin-first-v4/tokenizer.json
rica40325-spin-first-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-spin-first-v4/flywheel_model.0.safetensors
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Job rica40325-spin-first-v4-mkmlizer completed after 84.23s with status: succeeded
Stopping job with name rica40325-spin-first-v4-mkmlizer
Pipeline stage MKMLizer completed in 87.40s
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Creating inference service rica40325-spin-first-v4
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Inference service rica40325-spin-first-v4 ready after 201.00560522079468s
Pipeline stage MKMLDeployer completed in 201.33s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.4591572284698486s
Received healthy response to inference request in 1.521895408630371s
Received healthy response to inference request in 2.6828017234802246s
Received healthy response to inference request in 2.019960641860962s
Received healthy response to inference request in 1.309354305267334s
5 requests
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5th percentile: 1.3518625259399415
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80th percentile: 2.8380728244781497
90th percentile: 3.148615026473999
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99th percentile: 3.4281030082702637
mean time: 2.1986338615417482
Pipeline stage StressChecker completed in 11.79s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 6.28s
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Creating inference service rica40325-spin-first-v4-profiler
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Inference service rica40325-spin-first-v4-profiler ready after 200.47069811820984s
Pipeline stage MKMLProfilerDeployer completed in 200.83s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-spin-first-v4-profiler-predictor-00001-deploymenj45n8:/code/chaiverse_profiler_1726750518 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-spin-first-v4-profiler-predictor-00001-deploymenj45n8 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726750518 && python profiles.py profile --best_of_n 8 --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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726750518/summary.json'
kubectl exec -it rica40325-spin-first-v4-profiler-predictor-00001-deploymenj45n8 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726750518/summary.json'
Pipeline stage MKMLProfilerRunner completed in 781.48s
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Checking if service rica40325-spin-first-v4-profiler is running
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Pipeline stage MKMLProfilerDeleter completed in 2.10s
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rica40325-spin-first_v4 status is now inactive due to auto deactivation removed underperforming models
rica40325-spin-first_v4 status is now torndown due to DeploymentManager action