rica40325-iter0-2483

developer_uid: rica40325

submission_id: rica40325-iter0-2483_v1

model_name: rica40325-iter0-2483_v1

model_group: rica40325/iter0-2483

status: torndown

timestamp: 2024-09-23T08:15:14+00:00

num_battles: 58659

num_wins: 29839

celo_rating: 1251.73

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/iter0-2483

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.8782504696946268, 'latency_mean': 1.1385386419296264, 'latency_p50': 1.1272435188293457, 'latency_p90': 1.2514543294906617}, {'batch_size': 4, 'throughput': 1.8917564537122145, 'latency_mean': 2.1088846635818483, 'latency_p50': 2.0953123569488525, 'latency_p90': 2.3728332996368406}, {'batch_size': 5, 'throughput': 2.0286092198210857, 'latency_mean': 2.4523957002162935, 'latency_p50': 2.4506239891052246, 'latency_p90': 2.7136688470840453}, {'batch_size': 8, 'throughput': 2.2600366312237443, 'latency_mean': 3.5113612139225006, 'latency_p50': 3.500797986984253, 'latency_p90': 3.9347765922546385}, {'batch_size': 10, 'throughput': 2.3295160355490485, 'latency_mean': 4.261341555118561, 'latency_p50': 4.252498984336853, 'latency_p90': 4.837017846107483}, {'batch_size': 12, 'throughput': 2.348803644559366, 'latency_mean': 5.067901059389114, 'latency_p50': 5.088129878044128, 'latency_p90': 5.79085783958435}, {'batch_size': 15, 'throughput': 2.357799721139842, 'latency_mean': 6.276630337238312, 'latency_p50': 6.255084753036499, 'latency_p90': 7.050753402709961}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-iter0-2483_v1

is_internal_developer: False

language_model: rica40325/iter0-2483

model_size: 8B

ranking_group: single

throughput_3p7s: 2.3

us_pacific_date: 2024-09-23

win_ratio: 0.5086857941662831

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}

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-iter0-2483-v1-mkmlizer
Waiting for job on rica40325-iter0-2483-v1-mkmlizer to finish
rica40325-iter0-2483-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-iter0-2483-v1-mkmlizer: ║     _____            __           __                                ║
rica40325-iter0-2483-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-iter0-2483-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-iter0-2483-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-iter0-2483-v1-mkmlizer: ║       /___/                                                         ║
rica40325-iter0-2483-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-2483-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-iter0-2483-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-iter0-2483-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-iter0-2483-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-2483-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-iter0-2483-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-iter0-2483-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-2483-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-iter0-2483-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-iter0-2483-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-iter0-2483-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-2483-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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rica40325-iter0-2483-v1-mkmlizer: Downloaded to shared memory in 62.002s
rica40325-iter0-2483-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpf7b6z3ic, device:0
rica40325-iter0-2483-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-iter0-2483-v1-mkmlizer: quantized model in 29.089s
rica40325-iter0-2483-v1-mkmlizer: Processed model rica40325/iter0-2483 in 91.091s
rica40325-iter0-2483-v1-mkmlizer: creating bucket guanaco-mkml-models
rica40325-iter0-2483-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-iter0-2483-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-iter0-2483-v1
rica40325-iter0-2483-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-iter0-2483-v1/config.json
rica40325-iter0-2483-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-iter0-2483-v1/special_tokens_map.json
rica40325-iter0-2483-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-iter0-2483-v1/tokenizer_config.json
rica40325-iter0-2483-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-iter0-2483-v1/tokenizer.json
rica40325-iter0-2483-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-iter0-2483-v1/flywheel_model.0.safetensors
rica40325-iter0-2483-v1-mkmlizer: 
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Job rica40325-iter0-2483-v1-mkmlizer completed after 118.47s with status: succeeded
Stopping job with name rica40325-iter0-2483-v1-mkmlizer
Pipeline stage MKMLizer completed in 119.62s
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Creating inference service rica40325-iter0-2483-v1
Waiting for inference service rica40325-iter0-2483-v1 to be ready
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Inference service rica40325-iter0-2483-v1 ready after 191.23551416397095s
Pipeline stage MKMLDeployer completed in 191.70s
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Received healthy response to inference request in 1.7008955478668213s
Received healthy response to inference request in 1.4941375255584717s
Received healthy response to inference request in 2.066218852996826s
Received healthy response to inference request in 2.245457649230957s
Received healthy response to inference request in 2.6034555435180664s
5 requests
0 failed requests
5th percentile: 1.5354891300201416
10th percentile: 1.5768407344818116
20th percentile: 1.6595439434051513
30th percentile: 1.7739602088928224
40th percentile: 1.9200895309448243
50th percentile: 2.066218852996826
60th percentile: 2.1379143714904787
70th percentile: 2.2096098899841308
80th percentile: 2.317057228088379
90th percentile: 2.4602563858032225
95th percentile: 2.5318559646606444
99th percentile: 2.589135627746582
mean time: 2.0220330238342283
Pipeline stage StressChecker completed in 12.84s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 5.42s
Shutdown handler de-registered
rica40325-iter0-2483_v1 status is now deployed due to DeploymentManager action
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Pipeline stage MKMLProfilerTemplater completed in 0.12s
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Creating inference service rica40325-iter0-2483-v1-profiler
Waiting for inference service rica40325-iter0-2483-v1-profiler to be ready
Inference service rica40325-iter0-2483-v1-profiler ready after 190.46532487869263s
Pipeline stage MKMLProfilerDeployer completed in 190.83s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-iter0-2483-v1-profiler-predictor-00001-deploymenlnmw9:/code/chaiverse_profiler_1727079885 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-iter0-2483-v1-profiler-predictor-00001-deploymenlnmw9 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727079885 && 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_1727079885/summary.json'
kubectl exec -it rica40325-iter0-2483-v1-profiler-predictor-00001-deploymenlnmw9 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727079885/summary.json'
Pipeline stage MKMLProfilerRunner completed in 782.19s
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Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-iter0-2483-v1-profiler is running
Tearing down inference service rica40325-iter0-2483-v1-profiler
Service rica40325-iter0-2483-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.86s
Shutdown handler de-registered
rica40325-iter0-2483_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-iter0-2483_v1 status is now torndown due to DeploymentManager action