chaiml-mistralnemo-12b-_80532

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-12b-_80532_v2

model_name: chaiml-mistralnemo-12b-_80532_v2

model_group: ChaiML/mistralnemo-12b-s

status: torndown

timestamp: 2025-06-28T07:13:35+00:00

num_battles: 9256

num_wins: 4617

celo_rating: 1290.46

family_friendly_score: 0.5574

family_friendly_standard_error: 0.0070243183299164335

submission_type: basic

model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096

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': 0.47539472755447193, 'latency_mean': 2.1034025239944456, 'latency_p50': 2.1012890338897705, 'latency_p90': 2.2978496074676515}, {'batch_size': 2, 'throughput': 0.6449019763230777, 'latency_mean': 3.093548890352249, 'latency_p50': 3.0741846561431885, 'latency_p90': 3.359431028366089}, {'batch_size': 3, 'throughput': 0.7470433551700388, 'latency_mean': 4.005433485507965, 'latency_p50': 3.9877278804779053, 'latency_p90': 4.377868032455444}, {'batch_size': 4, 'throughput': 0.8057598749262381, 'latency_mean': 4.953906224966049, 'latency_p50': 4.948720216751099, 'latency_p90': 5.461816215515137}, {'batch_size': 5, 'throughput': 0.8355697114968179, 'latency_mean': 5.9701030838489535, 'latency_p50': 6.030201196670532, 'latency_p90': 6.773751449584961}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-12b-_80532_v2

is_internal_developer: False

language_model: ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096

model_size: 13B

ranking_group: single

throughput_3p7s: 0.72

us_pacific_date: 2025-06-28

win_ratio: 0.4988115816767502

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_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{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': 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 chaiml-mistralnemo-12b-80532-v2-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-80532-v2-mkmlizer to finish
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-80532-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-80532-v2-mkmlizer: Downloaded to shared memory in 30.962s
chaiml-mistralnemo-12b-80532-v2-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096 already exists in ChaiML
chaiml-mistralnemo-12b-80532-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzgeflvmo, device:0
chaiml-mistralnemo-12b-80532-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-80532-v2-mkmlizer: quantized model in 30.945s
chaiml-mistralnemo-12b-80532-v2-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096 in 61.907s
chaiml-mistralnemo-12b-80532-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-80532-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-80532-v2
chaiml-mistralnemo-12b-80532-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-80532-v2/config.json
chaiml-mistralnemo-12b-80532-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-80532-v2/special_tokens_map.json
chaiml-mistralnemo-12b-80532-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-80532-v2/tokenizer_config.json
chaiml-mistralnemo-12b-80532-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-80532-v2/tokenizer.json
chaiml-mistralnemo-12b-80532-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-12b-80532-v2/flywheel_model.0.safetensors
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Job chaiml-mistralnemo-12b-80532-v2-mkmlizer completed after 94.06s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-80532-v2-mkmlizer
Pipeline stage MKMLizer completed in 94.54s
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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-80532-v2
Waiting for inference service chaiml-mistralnemo-12b-80532-v2 to be ready
Inference service chaiml-mistralnemo-12b-80532-v2 ready after 150.6755588054657s
Pipeline stage MKMLDeployer completed in 151.19s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.433344602584839s
Received healthy response to inference request in 1.5236036777496338s
Received healthy response to inference request in 1.6378328800201416s
Received healthy response to inference request in 1.5658972263336182s
Received healthy response to inference request in 1.6587655544281006s
5 requests
0 failed requests
5th percentile: 1.5320623874664308
10th percentile: 1.5405210971832275
20th percentile: 1.5574385166168212
30th percentile: 1.5802843570709229
40th percentile: 1.6090586185455322
50th percentile: 1.6378328800201416
60th percentile: 1.6462059497833252
70th percentile: 1.6545790195465089
80th percentile: 1.8136813640594485
90th percentile: 2.1235129833221436
95th percentile: 2.278428792953491
99th percentile: 2.402361440658569
mean time: 1.7638887882232666
Pipeline stage StressChecker completed in 10.26s
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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 0.65s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_80532_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3324.47s
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chaiml-mistralnemo-12b-_80532_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_80532_v2 status is now torndown due to DeploymentManager action