chaiml-mistralnemo-12b-_86110

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-12b-_86110_v1

model_name: chaiml-mistralnemo-12b-_86110_v1

model_group: ChaiML/mistralnemo-12b-s

status: torndown

timestamp: 2025-06-29T19:36:19+00:00

num_battles: 7893

num_wins: 4199

celo_rating: 1297.18

family_friendly_score: 0.5398000000000001

family_friendly_standard_error: 0.0070486305052825686

submission_type: basic

model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096-1-1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.47887380159906034, 'latency_mean': 2.0881087481975555, 'latency_p50': 2.0899851322174072, 'latency_p90': 2.2731327772140504}, {'batch_size': 2, 'throughput': 0.649706823270455, 'latency_mean': 3.067892142534256, 'latency_p50': 3.0577218532562256, 'latency_p90': 3.283350706100464}, {'batch_size': 3, 'throughput': 0.7537494725697322, 'latency_mean': 3.9717917943000796, 'latency_p50': 3.968144655227661, 'latency_p90': 4.344715642929077}, {'batch_size': 4, 'throughput': 0.8227334037546529, 'latency_mean': 4.8415856778621675, 'latency_p50': 4.823743939399719, 'latency_p90': 5.4922760963439945}, {'batch_size': 5, 'throughput': 0.856802812091028, 'latency_mean': 5.810278556346893, 'latency_p50': 5.796474456787109, 'latency_p90': 6.539233827590943}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-12b-_86110_v1

is_internal_developer: False

language_model: ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096-1-1

model_size: 13B

ranking_group: single

throughput_3p7s: 0.73

us_pacific_date: 2025-06-29

win_ratio: 0.5319903712150006

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '<|system|>Family Friendly{prompt}\n', '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': True}

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 chaiml-mistralnemo-12b-86110-v1-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-86110-v1-mkmlizer to finish
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-86110-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-86110-v1-mkmlizer: Downloaded to shared memory in 42.753s
chaiml-mistralnemo-12b-86110-v1-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096-1-1 already exists in ChaiML
chaiml-mistralnemo-12b-86110-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppsko13dv, device:0
chaiml-mistralnemo-12b-86110-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-86110-v1-mkmlizer: quantized model in 30.532s
chaiml-mistralnemo-12b-86110-v1-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096-1-1 in 73.286s
chaiml-mistralnemo-12b-86110-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-86110-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-86110-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-86110-v1
chaiml-mistralnemo-12b-86110-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-86110-v1/config.json
chaiml-mistralnemo-12b-86110-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-86110-v1/special_tokens_map.json
chaiml-mistralnemo-12b-86110-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-86110-v1/tokenizer_config.json
chaiml-mistralnemo-12b-86110-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-86110-v1/tokenizer.json
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Job chaiml-mistralnemo-12b-86110-v1-mkmlizer completed after 104.34s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-86110-v1-mkmlizer
Pipeline stage MKMLizer completed in 104.85s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-86110-v1
Waiting for inference service chaiml-mistralnemo-12b-86110-v1 to be ready
Failed to get response for submission nitral-ai-captain-bmo-12b_v75: HTTPConnectionPool(host='nitral-ai-captain-bmo-12b-v75-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mistralnemo-12b-86110-v1 ready after 190.93222498893738s
Pipeline stage MKMLDeployer completed in 191.48s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.211777448654175s
Received healthy response to inference request in 1.8075876235961914s
Received healthy response to inference request in 1.7355167865753174s
Received healthy response to inference request in 1.5282049179077148s
Received healthy response to inference request in 1.5870862007141113s
Failed to get response for submission nitral-ai-captain-bmo-12b_v75: HTTPConnectionPool(host='nitral-ai-captain-bmo-12b-v75-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
5 requests
0 failed requests
5th percentile: 1.5399811744689942
10th percentile: 1.5517574310302735
20th percentile: 1.575309944152832
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40th percentile: 1.676144552230835
50th percentile: 1.7355167865753174
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70th percentile: 1.7931734561920165
80th percentile: 1.888425588607788
90th percentile: 2.0501015186309814
95th percentile: 2.130939483642578
99th percentile: 2.1956098556518553
mean time: 1.774034595489502
Pipeline stage StressChecker completed in 10.12s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.61s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_86110_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 8764.78s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_86110_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_86110_v1 status is now torndown due to DeploymentManager action