rirv938-gy-rerank-grpo-_87392

developer_uid: rirv938

submission_id: rirv938-gy-rerank-grpo-_87392_v1

model_name: rirv938-gy-rerank-grpo-_87392_v1

model_group: rirv938/gy_rerank_grpo_c

status: torndown

timestamp: 2025-07-04T02:09:44+00:00

num_battles: 7439

num_wins: 3858

celo_rating: 1298.86

family_friendly_score: 0.5362

family_friendly_standard_error: 0.007052511042174979

submission_type: basic

model_repo: rirv938/gy_rerank_grpo_cp312_98ff_b35_r1_merged

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5411012449964301, 'latency_mean': 1.8479584646224976, 'latency_p50': 1.8540558815002441, 'latency_p90': 2.046646547317505}, {'batch_size': 3, 'throughput': 1.1411349460844316, 'latency_mean': 2.6168480312824247, 'latency_p50': 2.6141687631607056, 'latency_p90': 2.9015445947647094}, {'batch_size': 5, 'throughput': 1.4790053803208036, 'latency_mean': 3.3538112664222717, 'latency_p50': 3.3295570611953735, 'latency_p90': 3.7992555618286135}, {'batch_size': 6, 'throughput': 1.6083128147074017, 'latency_mean': 3.7041130197048187, 'latency_p50': 3.7079951763153076, 'latency_p90': 4.142957139015198}, {'batch_size': 8, 'throughput': 1.7614011946368953, 'latency_mean': 4.489896357059479, 'latency_p50': 4.4764299392700195, 'latency_p90': 5.022101736068725}, {'batch_size': 10, 'throughput': 1.8700054738502991, 'latency_mean': 5.295008982419968, 'latency_p50': 5.332445383071899, 'latency_p90': 5.945077919960022}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: rirv938-gy-rerank-grpo-_87392_v1

is_internal_developer: True

language_model: rirv938/gy_rerank_grpo_cp312_98ff_b35_r1_merged

model_size: 24B

ranking_group: single

throughput_3p7s: 1.62

us_pacific_date: 2025-07-03

win_ratio: 0.5186180938298158

generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n', '###', 'You:', '</s>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 rirv938-gy-rerank-grpo-87392-v1-mkmlizer
Waiting for job on rirv938-gy-rerank-grpo-87392-v1-mkmlizer to finish
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║                                                                     ║
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rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║                                                                     ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║                                                                     ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║                                                                     ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ║                                                                     ║
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: Downloaded to shared memory in 159.915s
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: Checking if rirv938/gy_rerank_grpo_cp312_98ff_b35_r1_merged already exists in ChaiML
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: Creating repo ChaiML/gy_rerank_grpo_cp312_98ff_b35_r1_merged and uploading /tmp/tmppk_cihng to it
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: 
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rirv938-gy-rerank-grpo-87392-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppk_cihng, device:0
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: quantized model in 57.159s
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: Processed model rirv938/gy_rerank_grpo_cp312_98ff_b35_r1_merged in 448.161s
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia/config.json
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia/special_tokens_map.json
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia/tokenizer_config.json
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia/tokenizer.json
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia/flywheel_model.1.safetensors
rirv938-gy-rerank-grpo-87392-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-gy-rerank-grpo-87392-v1/nvidia/flywheel_model.0.safetensors
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Job rirv938-gy-rerank-grpo-87392-v1-mkmlizer completed after 484.93s with status: succeeded
Stopping job with name rirv938-gy-rerank-grpo-87392-v1-mkmlizer
Pipeline stage MKMLizer completed in 485.68s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-gy-rerank-grpo-87392-v1
Waiting for inference service rirv938-gy-rerank-grpo-87392-v1 to be ready
Inference service rirv938-gy-rerank-grpo-87392-v1 ready after 220.8034267425537s
Pipeline stage MKMLDeployer completed in 221.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.225353717803955s
Received healthy response to inference request in 2.6351969242095947s
Received healthy response to inference request in 2.272886037826538s
{"detail":"HTTPConnectionPool(host='rirv938-gy-rerank-grpo-87392-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x7abf24572ed0>, 'Connection to rirv938-gy-rerank-grpo-87392-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))"}
Received unhealthy response to inference request!
Received healthy response to inference request in 1.8902933597564697s
5 requests
1 failed requests
5th percentile: 1.9573054313659668
10th percentile: 2.024317502975464
20th percentile: 2.158341646194458
30th percentile: 2.2348601818084717
40th percentile: 2.253873109817505
50th percentile: 2.272886037826538
60th percentile: 2.417810392379761
70th percentile: 2.5627347469329833
80th percentile: 4.549464225769045
90th percentile: 8.37799882888794
95th percentile: 10.292266130447386
99th percentile: 11.823679971694945
mean time: 4.246052694320679
%s, retrying in %s seconds...
Received healthy response to inference request in 1.5516126155853271s
Received healthy response to inference request in 2.0502092838287354s
Received healthy response to inference request in 1.7934582233428955s
Received healthy response to inference request in 2.162719488143921s
Received healthy response to inference request in 1.8379416465759277s
5 requests
0 failed requests
5th percentile: 1.5999817371368408
10th percentile: 1.6483508586883544
20th percentile: 1.7450891017913819
30th percentile: 1.802354907989502
40th percentile: 1.8201482772827149
50th percentile: 1.8379416465759277
60th percentile: 1.9228487014770508
70th percentile: 2.007755756378174
80th percentile: 2.0727113246917725
90th percentile: 2.1177154064178465
95th percentile: 2.1402174472808837
99th percentile: 2.1582190799713135
mean time: 1.8791882514953613
Pipeline stage StressChecker completed in 33.47s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
Shutdown handler de-registered
rirv938-gy-rerank-grpo-_87392_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3035.63s
Shutdown handler de-registered
rirv938-gy-rerank-grpo-_87392_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-gy-rerank-grpo-_87392_v1 status is now torndown due to DeploymentManager action