chaiml-mistralnemo-12b-_31569

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-12b-_31569_v2

model_name: chaiml-mistralnemo-12b-_31569_v2

model_group: ChaiML/mistralnemo-12b-s

status: torndown

timestamp: 2025-07-01T23:04:51+00:00

num_battles: 8114

num_wins: 4138

celo_rating: 1302.57

family_friendly_score: 0.5158

family_friendly_standard_error: 0.007067536487348332

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: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.47972435229476673, 'latency_mean': 2.084393436908722, 'latency_p50': 2.078670859336853, 'latency_p90': 2.269317317008972}, {'batch_size': 2, 'throughput': 0.6525678320164019, 'latency_mean': 3.0578219270706177, 'latency_p50': 3.0658680200576782, 'latency_p90': 3.313816499710083}, {'batch_size': 3, 'throughput': 0.7574355142188829, 'latency_mean': 3.950891983509064, 'latency_p50': 3.9420162439346313, 'latency_p90': 4.271911215782166}, {'batch_size': 4, 'throughput': 0.8222781968237978, 'latency_mean': 4.840491677522659, 'latency_p50': 4.856117248535156, 'latency_p90': 5.3610917091369625}, {'batch_size': 5, 'throughput': 0.8559387911964677, 'latency_mean': 5.814024758338928, 'latency_p50': 5.8194334506988525, 'latency_p90': 6.486879634857178}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-12b-_31569_v2

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 0.73

us_pacific_date: 2025-07-01

win_ratio: 0.5099827458713335

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|>{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-v2-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-31569-v2-mkmlizer to finish
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-31569-v2-mkmlizer: Downloaded to shared memory in 35.523s
chaiml-mistralnemo-12b-31569-v2-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2 already exists in ChaiML
chaiml-mistralnemo-12b-31569-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8yxrufxt, device:0
chaiml-mistralnemo-12b-31569-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-31569-v2-mkmlizer: quantized model in 31.755s
chaiml-mistralnemo-12b-31569-v2-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2 in 67.279s
chaiml-mistralnemo-12b-31569-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-31569-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-31569-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v2
chaiml-mistralnemo-12b-31569-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v2/config.json
chaiml-mistralnemo-12b-31569-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v2/special_tokens_map.json
chaiml-mistralnemo-12b-31569-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v2/tokenizer_config.json
chaiml-mistralnemo-12b-31569-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v2/tokenizer.json
chaiml-mistralnemo-12b-31569-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v2/flywheel_model.0.safetensors
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Job chaiml-mistralnemo-12b-31569-v2-mkmlizer completed after 95.04s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-31569-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.63s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.44s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-31569-v2
Waiting for inference service chaiml-mistralnemo-12b-31569-v2 to be ready
Inference service chaiml-mistralnemo-12b-31569-v2 ready after 220.87264275550842s
Pipeline stage MKMLDeployer completed in 221.47s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2285189628601074s
Received healthy response to inference request in 1.728440284729004s
Received healthy response to inference request in 1.8873093128204346s
Received healthy response to inference request in 2.0340027809143066s
Received healthy response to inference request in 1.5303220748901367s
5 requests
0 failed requests
5th percentile: 1.56994571685791
10th percentile: 1.6095693588256836
20th percentile: 1.6888166427612306
30th percentile: 1.76021409034729
40th percentile: 1.8237617015838623
50th percentile: 1.8873093128204346
60th percentile: 1.9459867000579834
70th percentile: 2.004664087295532
80th percentile: 2.072906017303467
90th percentile: 2.150712490081787
95th percentile: 2.1896157264709473
99th percentile: 2.2207383155822753
mean time: 1.881718683242798
Pipeline stage StressChecker completed in 10.99s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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chaiml-mistralnemo-12b-_31569_v2 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5894.59s
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chaiml-mistralnemo-12b-_31569_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_31569_v2 status is now torndown due to DeploymentManager action