rica40325-1300-dpo-v4

submission_id: rica40325-1300-dpo-v4_v1

developer_uid: rica40325

best_of: 16

celo_rating: 1179.35

display_name: rica40325-1300-dpo-v4_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: rica40325/1300-dpo-v4

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}]

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

model_group: rica40325/1300-dpo-v4

model_name: rica40325-1300-dpo-v4_v1

model_num_parameters: 8030261248.0

model_repo: rica40325/1300-dpo-v4

model_size: 8B

num_battles: 13104

num_wins: 5408

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 1.98

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

us_pacific_date: 2024-09-05

win_ratio: 0.4126984126984127

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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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
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mean time: 1.7125056266784668
Pipeline stage StressChecker completed in 10.91s
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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