developer_uid: NischayDnk
submission_id: chaiml-mistralnemo-12b-_59092_v3
model_name: chaiml-mistralnemo-12b-_59092_v3
model_group: ChaiML/mistralnemo-12b-s
status: torndown
timestamp: 2025-06-27T22:50:16+00:00
num_battles: 7540
num_wins: 3741
celo_rating: 1282.26
family_friendly_score: 0.5318
family_friendly_standard_error: 0.0070567522274768875
submission_type: basic
model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 6
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4919661201625557, 'latency_mean': 2.0325593769550325, 'latency_p50': 2.01403546333313, 'latency_p90': 2.2049521684646605}, {'batch_size': 2, 'throughput': 0.6787034675766589, 'latency_mean': 2.9446324384212494, 'latency_p50': 2.9370518922805786, 'latency_p90': 3.2034374713897704}, {'batch_size': 3, 'throughput': 0.7877070047120865, 'latency_mean': 3.8043649661540986, 'latency_p50': 3.7968571186065674, 'latency_p90': 4.116597461700439}, {'batch_size': 4, 'throughput': 0.8601621664074564, 'latency_mean': 4.63515212893486, 'latency_p50': 4.640367746353149, 'latency_p90': 5.088416028022766}, {'batch_size': 5, 'throughput': 0.9091806510176175, 'latency_mean': 5.4841864454746245, 'latency_p50': 5.506636381149292, 'latency_p90': 6.180753922462463}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistralnemo-12b-_59092_v3
is_internal_developer: False
language_model: ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096
model_size: 13B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-06-27
win_ratio: 0.49615384615384617
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': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 2048, 'best_of': 6, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name} {memory}\n', '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': 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-59092-v3-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-59092-v3-mkmlizer to finish
Retrying (%r) after connection broken by '%r': %s
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-59092-v3-mkmlizer: Downloaded to shared memory in 29.748s
chaiml-mistralnemo-12b-59092-v3-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096 already exists in ChaiML
chaiml-mistralnemo-12b-59092-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp9g4loqza, device:0
chaiml-mistralnemo-12b-59092-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mistralnemo-12b-_59092_v2: HTTPConnectionPool(host='chaiml-mistralnemo-12b-59092-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mistralnemo-12b-59092-v3-mkmlizer: quantized model in 30.702s
chaiml-mistralnemo-12b-59092-v3-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096 in 60.450s
chaiml-mistralnemo-12b-59092-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-59092-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-59092-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v3
chaiml-mistralnemo-12b-59092-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v3/config.json
chaiml-mistralnemo-12b-59092-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v3/special_tokens_map.json
chaiml-mistralnemo-12b-59092-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v3/tokenizer_config.json
chaiml-mistralnemo-12b-59092-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v3/tokenizer.json
chaiml-mistralnemo-12b-59092-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v3/flywheel_model.0.safetensors
chaiml-mistralnemo-12b-59092-v3-mkmlizer: 
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Job chaiml-mistralnemo-12b-59092-v3-mkmlizer completed after 85.71s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-59092-v3-mkmlizer
Pipeline stage MKMLizer completed in 86.29s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-59092-v3
Waiting for inference service chaiml-mistralnemo-12b-59092-v3 to be ready
Inference service chaiml-mistralnemo-12b-59092-v3 ready after 151.13347911834717s
Pipeline stage MKMLDeployer completed in 151.72s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.132030725479126s
Received healthy response to inference request in 1.7057304382324219s
Received healthy response to inference request in 1.5165534019470215s
Received healthy response to inference request in 1.5769264698028564s
Received healthy response to inference request in 1.8276467323303223s
5 requests
0 failed requests
5th percentile: 1.5286280155181884
10th percentile: 1.5407026290893555
20th percentile: 1.5648518562316895
30th percentile: 1.6026872634887694
40th percentile: 1.6542088508605957
50th percentile: 1.7057304382324219
60th percentile: 1.754496955871582
70th percentile: 1.8032634735107422
80th percentile: 1.888523530960083
90th percentile: 2.0102771282196046
95th percentile: 2.071153926849365
99th percentile: 2.119855365753174
mean time: 1.7517775535583495
Pipeline stage StressChecker completed in 10.08s
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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 0.67s
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chaiml-mistralnemo-12b-_59092_v3 status is now deployed due to DeploymentManager action
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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 5715.61s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_59092_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_59092_v3 status is now torndown due to DeploymentManager action