chaiml-mistralnemo-nis-_16053

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-nis-_16053_v2

model_name: chaiml-mistralnemo-nis-_16053_v2

model_group: ChaiML/mistralnemo_nis_d

status: torndown

timestamp: 2025-07-09T06:14:03+00:00

num_battles: 6473

num_wins: 3277

celo_rating: 1304.56

family_friendly_score: 0.5544

family_friendly_standard_error: 0.0070290915486995904

submission_type: basic

model_repo: ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 6

max_input_tokens: 1600

max_output_tokens: 80

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.447128964687952, 'latency_mean': 2.236315598487854, 'latency_p50': 2.2462810277938843, 'latency_p90': 2.39604332447052}, {'batch_size': 2, 'throughput': 0.6684272573041499, 'latency_mean': 2.9817480778694154, 'latency_p50': 2.9898619651794434, 'latency_p90': 3.2174328565597534}, {'batch_size': 3, 'throughput': 0.8024510888467247, 'latency_mean': 3.735394676923752, 'latency_p50': 3.7537890672683716, 'latency_p90': 3.987097907066345}, {'batch_size': 4, 'throughput': 0.9031800900158726, 'latency_mean': 4.416548830270767, 'latency_p50': 4.422292113304138, 'latency_p90': 4.703464436531067}, {'batch_size': 5, 'throughput': 0.9584642313043759, 'latency_mean': 5.181246554851532, 'latency_p50': 5.231994152069092, 'latency_p90': 5.730662846565247}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-nis-_16053_v2

ineligible_reason: max_output_tokens!=64

is_internal_developer: False

language_model: ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref

model_size: 13B

ranking_group: single

throughput_3p7s: 0.8

us_pacific_date: 2025-07-08

win_ratio: 0.5062567588444307

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': ['</s>', '<|im_end|>', '<|im_start|>', '\n', '###'], 'max_input_tokens': 1600, 'best_of': 6, 'max_output_tokens': 80}

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': 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-nis-16053-v2-mkmlizer
Waiting for job on chaiml-mistralnemo-nis-16053-v2-mkmlizer to finish
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-nis-16053-v2-mkmlizer: Downloaded to shared memory in 32.257s
chaiml-mistralnemo-nis-16053-v2-mkmlizer: Checking if ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref already exists in ChaiML
chaiml-mistralnemo-nis-16053-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpe_9uwhst, device:0
chaiml-mistralnemo-nis-16053-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-nis-16053-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-nis-16053-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-nis-16053-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v2/nvidia
chaiml-mistralnemo-nis-16053-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v2/nvidia/config.json
chaiml-mistralnemo-nis-16053-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v2/nvidia/special_tokens_map.json
chaiml-mistralnemo-nis-16053-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v2/nvidia/tokenizer_config.json
chaiml-mistralnemo-nis-16053-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v2/nvidia/tokenizer.json
chaiml-mistralnemo-nis-16053-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v2/nvidia/flywheel_model.0.safetensors
chaiml-mistralnemo-nis-16053-v2-mkmlizer: 
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Job chaiml-mistralnemo-nis-16053-v2-mkmlizer completed after 95.0s with status: succeeded
Stopping job with name chaiml-mistralnemo-nis-16053-v2-mkmlizer
Pipeline stage MKMLizer completed in 96.18s
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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-nis-16053-v2
Waiting for inference service chaiml-mistralnemo-nis-16053-v2 to be ready
Inference service chaiml-mistralnemo-nis-16053-v2 ready after 301.0591037273407s
Pipeline stage MKMLDeployer completed in 301.62s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5893232822418213s
Received healthy response to inference request in 2.0750977993011475s
Received healthy response to inference request in 1.7735793590545654s
Received healthy response to inference request in 1.608313798904419s
Received healthy response to inference request in 1.9242651462554932s
5 requests
0 failed requests
5th percentile: 1.6413669109344482
10th percentile: 1.6744200229644775
20th percentile: 1.7405262470245362
30th percentile: 1.803716516494751
40th percentile: 1.8639908313751221
50th percentile: 1.9242651462554932
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70th percentile: 2.0449312686920167
80th percentile: 2.177942895889282
90th percentile: 2.383633089065552
95th percentile: 2.4864781856536866
99th percentile: 2.568754262924194
mean time: 1.9941158771514893
Pipeline stage StressChecker completed in 11.39s
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chaiml-mistralnemo-nis-_16053_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 3635.86s
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chaiml-mistralnemo-nis-_16053_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-nis-_16053_v2 status is now torndown due to DeploymentManager action