rirv938-devstral-cp312-_74673

developer_uid: rirv938

submission_id: rirv938-devstral-cp312-_74673_v1

model_name: rirv938-devstral-cp312-_74673_v1

model_group: rirv938/devstral_cp312_9

status: torndown

timestamp: 2025-07-08T15:10:59+00:00

num_battles: 10926

num_wins: 5718

celo_rating: 1312.95

family_friendly_score: 0.5398000000000001

family_friendly_standard_error: 0.0070486305052825686

submission_type: basic

model_repo: rirv938/devstral_cp312_98ff_b35_r1_high_quality_merged

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5208368911392219, 'latency_mean': 1.9198862195014954, 'latency_p50': 1.9355958700180054, 'latency_p90': 2.1415930509567263}, {'batch_size': 3, 'throughput': 1.050554110659235, 'latency_mean': 2.8504478728771208, 'latency_p50': 2.8575721979141235, 'latency_p90': 3.15215003490448}, {'batch_size': 5, 'throughput': 1.3358928488893982, 'latency_mean': 3.723106075525284, 'latency_p50': 3.692750573158264, 'latency_p90': 4.148025274276733}, {'batch_size': 6, 'throughput': 1.4205290388111174, 'latency_mean': 4.194713031053543, 'latency_p50': 4.197108268737793, 'latency_p90': 4.7032503366470335}, {'batch_size': 8, 'throughput': 1.5435306878203807, 'latency_mean': 5.136893682479858, 'latency_p50': 5.152209281921387, 'latency_p90': 5.839174675941467}, {'batch_size': 10, 'throughput': 1.6364559031718435, 'latency_mean': 6.046664036512375, 'latency_p50': 6.049501419067383, 'latency_p90': 6.808132362365723}]

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

display_name: rirv938-devstral-cp312-_74673_v1

is_internal_developer: True

language_model: rirv938/devstral_cp312_98ff_b35_r1_high_quality_merged

model_size: 24B

ranking_group: single

throughput_3p7s: 1.34

us_pacific_date: 2025-07-08

win_ratio: 0.5233388248215266

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': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-devstral-cp312-74673-v1-mkmlizer
Waiting for job on rirv938-devstral-cp312-74673-v1-mkmlizer to finish
rirv938-devstral-cp312-74673-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-devstral-cp312-74673-v1-mkmlizer: ║                                                                     ║
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rirv938-devstral-cp312-74673-v1-mkmlizer: ║                                                                     ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║                                                                     ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║                                                                     ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ║                                                                     ║
rirv938-devstral-cp312-74673-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-devstral-cp312-74673-v1-mkmlizer: Downloaded to shared memory in 276.500s
rirv938-devstral-cp312-74673-v1-mkmlizer: Checking if rirv938/devstral_cp312_98ff_b35_r1_high_quality_merged already exists in ChaiML
rirv938-devstral-cp312-74673-v1-mkmlizer: Creating repo ChaiML/devstral_cp312_98ff_b35_r1_high_quality_merged and uploading /tmp/tmpwnb2229o to it
rirv938-devstral-cp312-74673-v1-mkmlizer: 
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rirv938-devstral-cp312-74673-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwnb2229o, device:0
rirv938-devstral-cp312-74673-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-devstral-cp312-74673-v1-mkmlizer: quantized model in 56.387s
rirv938-devstral-cp312-74673-v1-mkmlizer: Processed model rirv938/devstral_cp312_98ff_b35_r1_high_quality_merged in 556.221s
rirv938-devstral-cp312-74673-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-devstral-cp312-74673-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-devstral-cp312-74673-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia
rirv938-devstral-cp312-74673-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia/config.json
rirv938-devstral-cp312-74673-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia/special_tokens_map.json
rirv938-devstral-cp312-74673-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia/tokenizer_config.json
rirv938-devstral-cp312-74673-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia/tokenizer.json
rirv938-devstral-cp312-74673-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia/flywheel_model.0.safetensors
rirv938-devstral-cp312-74673-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-devstral-cp312-74673-v1/nvidia/flywheel_model.1.safetensors
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Job rirv938-devstral-cp312-74673-v1-mkmlizer completed after 591.55s with status: succeeded
Stopping job with name rirv938-devstral-cp312-74673-v1-mkmlizer
Pipeline stage MKMLizer completed in 592.14s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-devstral-cp312-74673-v1
Waiting for inference service rirv938-devstral-cp312-74673-v1 to be ready
Inference service rirv938-devstral-cp312-74673-v1 ready after 201.86826491355896s
Pipeline stage MKMLDeployer completed in 202.29s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.5700793266296387s
Received healthy response to inference request in 2.0496983528137207s
Received healthy response to inference request in 13.998596906661987s
Received healthy response to inference request in 2.086273193359375s
5 requests
1 failed requests
5th percentile: 2.0570133209228514
10th percentile: 2.0643282890319825
20th percentile: 2.0789582252502443
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50th percentile: 2.5700793266296387
60th percentile: 7.141486358642577
70th percentile: 11.712893390655516
80th percentile: 15.228116178512574
90th percentile: 17.687154722213744
95th percentile: 18.91667399406433
99th percentile: 19.9002894115448
mean time: 8.170168209075928
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0845110416412354s
Received healthy response to inference request in 6.5007712841033936s
Received healthy response to inference request in 2.0832388401031494s
Received healthy response to inference request in 1.9561407566070557s
Received healthy response to inference request in 2.2409651279449463s
5 requests
0 failed requests
5th percentile: 1.9815603733062743
10th percentile: 2.006979990005493
20th percentile: 2.0578192234039308
30th percentile: 2.0834932804107664
40th percentile: 2.084002161026001
50th percentile: 2.0845110416412354
60th percentile: 2.14709267616272
70th percentile: 2.2096743106842043
80th percentile: 3.0929263591766363
90th percentile: 4.796848821640015
95th percentile: 5.648810052871704
99th percentile: 6.330379037857056
mean time: 2.9731254100799562
Pipeline stage StressChecker completed in 58.85s
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 0.91s
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 0.74s
Shutdown handler de-registered
rirv938-devstral-cp312-_74673_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-devstral-cp312-74673-v1-profiler
Waiting for inference service rirv938-devstral-cp312-74673-v1-profiler to be ready
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 3452.19s
Shutdown handler de-registered
rirv938-devstral-cp312-_74673_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-devstral-cp312-_74673_v1 status is now torndown due to DeploymentManager action