chaiml-mistralnemo-12b-_31569

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-12b-_31569_v3

model_name: chaiml-mistralnemo-12b-_31569_v3

model_group: ChaiML/mistralnemo-12b-s

status: torndown

timestamp: 2025-07-01T23:06:24+00:00

num_battles: 9743

num_wins: 5637

celo_rating: 1349.45

family_friendly_score: 0.4868

family_friendly_standard_error: 0.0070686032566554475

submission_type: basic

model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 96

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.42952933545362554, 'latency_mean': 2.327997554540634, 'latency_p50': 2.33304226398468, 'latency_p90': 2.500899338722229}, {'batch_size': 3, 'throughput': 0.8369834728538599, 'latency_mean': 3.5761378800868986, 'latency_p50': 3.5707929134368896, 'latency_p90': 3.8072014808654786}, {'batch_size': 5, 'throughput': 1.0234699819771313, 'latency_mean': 4.859588820934295, 'latency_p50': 4.857345819473267, 'latency_p90': 5.293053388595581}, {'batch_size': 6, 'throughput': 1.0870408973109096, 'latency_mean': 5.49052409529686, 'latency_p50': 5.523169994354248, 'latency_p90': 5.923889088630676}, {'batch_size': 10, 'throughput': 1.1674529405409657, 'latency_mean': 8.493837592601777, 'latency_p50': 8.455384850502014, 'latency_p90': 9.291038727760315}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-12b-_31569_v3

ineligible_reason: max_output_tokens!=64

is_internal_developer: False

language_model: ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2

model_size: 13B

ranking_group: single

throughput_3p7s: 0.86

us_pacific_date: 2025-07-01

win_ratio: 0.5785692291901878

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': 1024, 'best_of': 8, 'max_output_tokens': 96}

formatter: {'memory_template': '<|system|>{bot_name}memory: {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-31569-v3-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-31569-v3-mkmlizer to finish
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-31569-v3-mkmlizer: Downloaded to shared memory in 40.838s
chaiml-mistralnemo-12b-31569-v3-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2 already exists in ChaiML
chaiml-mistralnemo-12b-31569-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphr0261zk, device:0
chaiml-mistralnemo-12b-31569-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-31569-v3-mkmlizer: quantized model in 31.114s
chaiml-mistralnemo-12b-31569-v3-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2 in 71.953s
chaiml-mistralnemo-12b-31569-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-31569-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-31569-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v3
chaiml-mistralnemo-12b-31569-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v3/config.json
chaiml-mistralnemo-12b-31569-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v3/special_tokens_map.json
chaiml-mistralnemo-12b-31569-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v3/tokenizer_config.json
chaiml-mistralnemo-12b-31569-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v3/tokenizer.json
chaiml-mistralnemo-12b-31569-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v3/flywheel_model.0.safetensors
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Job chaiml-mistralnemo-12b-31569-v3-mkmlizer completed after 94.46s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-31569-v3-mkmlizer
Pipeline stage MKMLizer completed in 94.98s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-31569-v3
Waiting for inference service chaiml-mistralnemo-12b-31569-v3 to be ready
Inference service chaiml-mistralnemo-12b-31569-v3 ready after 211.53272008895874s
Pipeline stage MKMLDeployer completed in 211.99s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.349498748779297s
Received healthy response to inference request in 2.1112680435180664s
Received healthy response to inference request in 2.562779426574707s
Received healthy response to inference request in 2.1471011638641357s
Received healthy response to inference request in 2.4265036582946777s
5 requests
0 failed requests
5th percentile: 2.1184346675872803
10th percentile: 2.125601291656494
20th percentile: 2.139934539794922
30th percentile: 2.2029816627502443
40th percentile: 2.314742660522461
50th percentile: 2.4265036582946777
60th percentile: 2.4810139656066896
70th percentile: 2.535524272918701
80th percentile: 2.720123291015625
90th percentile: 3.034811019897461
95th percentile: 3.192154884338379
99th percentile: 3.3180299758911134
mean time: 2.5194302082061766
Pipeline stage StressChecker completed in 14.22s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 6084.80s
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chaiml-mistralnemo-12b-_31569_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_31569_v3 status is now torndown due to DeploymentManager action