rica40325-1300-dpo-v4

developer_uid: rica40325

submission_id: rica40325-1300-dpo-v4_v1

model_name: rica40325-1300-dpo-v4_v1

model_group: rica40325/1300-dpo-v4

status: torndown

timestamp: 2024-09-05T14:21:34+00:00

num_battles: 13104

num_wins: 5408

celo_rating: 1179.35

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/1300-dpo-v4

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.9024170258371432, 'latency_mean': 1.1080404341220855, 'latency_p50': 1.1067068576812744, 'latency_p90': 1.2444321632385253}, {'batch_size': 4, 'throughput': 1.7687489673425418, 'latency_mean': 2.2497894489765167, 'latency_p50': 2.2461944818496704, 'latency_p90': 2.520434927940369}, {'batch_size': 5, 'throughput': 1.8615196924900044, 'latency_mean': 2.677850728034973, 'latency_p50': 2.6747887134552, 'latency_p90': 2.992160749435425}, {'batch_size': 8, 'throughput': 1.9813161119338376, 'latency_mean': 4.004051630496979, 'latency_p50': 3.9918181896209717, 'latency_p90': 4.52749342918396}, {'batch_size': 10, 'throughput': 1.9961259640374858, 'latency_mean': 4.965419933795929, 'latency_p50': 4.967578649520874, 'latency_p90': 5.744495153427124}, {'batch_size': 12, 'throughput': 1.9971006999321088, 'latency_mean': 5.929936105012894, 'latency_p50': 5.956694602966309, 'latency_p90': 6.754742407798767}, {'batch_size': 15, 'throughput': 2.0202607642001986, 'latency_mean': 7.272205016613007, 'latency_p50': 7.406443953514099, 'latency_p90': 8.074227237701416}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-1300-dpo-v4_v1

is_internal_developer: False

language_model: rica40325/1300-dpo-v4

model_size: 8B

ranking_group: single

throughput_3p7s: 1.98

us_pacific_date: 2024-09-05

win_ratio: 0.4126984126984127

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
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Running pipeline stage MKMLizer
Starting job with name rica40325-1300-dpo-v4-v1-mkmlizer
Waiting for job on rica40325-1300-dpo-v4-v1-mkmlizer to finish
rica40325-1300-dpo-v4-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-1300-dpo-v4-v1-mkmlizer: ║     _____            __           __                                ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║       /___/                                                         ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║                                                                     ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║                                                                     ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║                                                                     ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-1300-dpo-v4-v1-mkmlizer: ║                                                                     ║
rica40325-1300-dpo-v4-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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rica40325-1300-dpo-v4-v1-mkmlizer: Downloaded to shared memory in 62.080s
rica40325-1300-dpo-v4-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7mlkwl2n, device:0
rica40325-1300-dpo-v4-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mixtral-8x7b_3473_v131: ('http://mistralai-mixtral-8x7b-3473-v131-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:35138->127.0.0.1:8080: read: connection reset by peer\n')
rica40325-1300-dpo-v4-v1-mkmlizer: quantized model in 28.640s
rica40325-1300-dpo-v4-v1-mkmlizer: Processed model rica40325/1300-dpo-v4 in 90.720s
rica40325-1300-dpo-v4-v1-mkmlizer: creating bucket guanaco-mkml-models
rica40325-1300-dpo-v4-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-1300-dpo-v4-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-1300-dpo-v4-v1
rica40325-1300-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-1300-dpo-v4-v1/config.json
rica40325-1300-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-1300-dpo-v4-v1/tokenizer_config.json
rica40325-1300-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-1300-dpo-v4-v1/special_tokens_map.json
rica40325-1300-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-1300-dpo-v4-v1/tokenizer.json
rica40325-1300-dpo-v4-v1-mkmlizer: 
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Job rica40325-1300-dpo-v4-v1-mkmlizer completed after 115.96s with status: succeeded
Stopping job with name rica40325-1300-dpo-v4-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.92s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.10s
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Running pipeline stage MKMLDeployer
Creating inference service rica40325-1300-dpo-v4-v1
Waiting for inference service rica40325-1300-dpo-v4-v1 to be ready
Inference service rica40325-1300-dpo-v4-v1 ready after 140.57843327522278s
Pipeline stage MKMLDeployer completed in 141.14s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.008286952972412s
Received healthy response to inference request in 1.578002691268921s
Received healthy response to inference request in 1.9682393074035645s
Received healthy response to inference request in 1.641249418258667s
Received healthy response to inference request in 1.3667497634887695s
5 requests
0 failed requests
5th percentile: 1.4090003490447998
10th percentile: 1.45125093460083
20th percentile: 1.5357521057128907
30th percentile: 1.5906520366668702
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70th percentile: 1.902841329574585
80th percentile: 1.976248836517334
90th percentile: 1.992267894744873
95th percentile: 2.0002774238586425
99th percentile: 2.006685047149658
mean time: 1.7125056266784668
Pipeline stage StressChecker completed in 10.91s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 6.45s
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rica40325-1300-dpo-v4_v1 status is now deployed due to DeploymentManager action
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Creating inference service rica40325-1300-dpo-v4-v1-profiler
Waiting for inference service rica40325-1300-dpo-v4-v1-profiler to be ready
Inference service rica40325-1300-dpo-v4-v1-profiler ready after 130.31139993667603s
Pipeline stage MKMLProfilerDeployer completed in 130.69s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-1300-dpo-v4-v1-profiler-predictor-00001-deploymeklt7s:/code/chaiverse_profiler_1725546537 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-1300-dpo-v4-v1-profiler-predictor-00001-deploymeklt7s --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1725546537 && 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_1725546537/summary.json'
kubectl exec -it rica40325-1300-dpo-v4-v1-profiler-predictor-00001-deploymeklt7s --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1725546537/summary.json'
Pipeline stage MKMLProfilerRunner completed in 848.87s
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Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-1300-dpo-v4-v1-profiler is running
Tearing down inference service rica40325-1300-dpo-v4-v1-profiler
Service rica40325-1300-dpo-v4-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.81s
Shutdown handler de-registered
rica40325-1300-dpo-v4_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-1300-dpo-v4_v1 status is now torndown due to DeploymentManager action