developer_uid: NischayDnk
submission_id: chaiml-mistralnemo-nis-_16053_v3
model_name: chaiml-mistralnemo-nis-_16053_v3
model_group: ChaiML/mistralnemo_nis_d
status: torndown
timestamp: 2025-07-09T19:34:58+00:00
num_battles: 9087
num_wins: 4795
celo_rating: 1309.99
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: 1400
max_output_tokens: 88
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.44327820537226337, 'latency_mean': 2.2557851278781893, 'latency_p50': 2.2579389810562134, 'latency_p90': 2.4400766372680662}, {'batch_size': 3, 'throughput': 0.8196929252223154, 'latency_mean': 3.6498864471912382, 'latency_p50': 3.6640838384628296, 'latency_p90': 3.8903178215026855}, {'batch_size': 5, 'throughput': 1.0199123638042875, 'latency_mean': 4.880650988817215, 'latency_p50': 4.874069571495056, 'latency_p90': 5.266812539100647}, {'batch_size': 6, 'throughput': 1.0629578785595946, 'latency_mean': 5.622443697452545, 'latency_p50': 5.599566578865051, 'latency_p90': 6.0996784448623655}, {'batch_size': 10, 'throughput': 1.1766890268041414, 'latency_mean': 8.42364536523819, 'latency_p50': 8.428719639778137, 'latency_p90': 9.220127844810486}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistralnemo-nis-_16053_v3
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: 0.83
us_pacific_date: 2025-07-09
win_ratio: 0.527676901067459
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|>', '###', '\n', '<|im_start|>', '</s>'], 'max_input_tokens': 1400, 'best_of': 6, 'max_output_tokens': 88}
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-mistralnemo-nis-16053-v3-mkmlizer
Waiting for job on chaiml-mistralnemo-nis-16053-v3-mkmlizer to finish
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-nis-16053-v3-mkmlizer: Downloaded to shared memory in 33.232s
chaiml-mistralnemo-nis-16053-v3-mkmlizer: Checking if ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref already exists in ChaiML
chaiml-mistralnemo-nis-16053-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwp06hzuv, device:0
chaiml-mistralnemo-nis-16053-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-nis-16053-v3-mkmlizer: quantized model in 30.435s
chaiml-mistralnemo-nis-16053-v3-mkmlizer: Processed model ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref in 63.667s
chaiml-mistralnemo-nis-16053-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-nis-16053-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-nis-16053-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v3/nvidia
chaiml-mistralnemo-nis-16053-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v3/nvidia/config.json
chaiml-mistralnemo-nis-16053-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v3/nvidia/special_tokens_map.json
chaiml-mistralnemo-nis-16053-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v3/nvidia/tokenizer_config.json
chaiml-mistralnemo-nis-16053-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v3/nvidia/tokenizer.json
chaiml-mistralnemo-nis-16053-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mistralnemo-nis-16053-v3-mkmlizer completed after 86.9s with status: succeeded
Stopping job with name chaiml-mistralnemo-nis-16053-v3-mkmlizer
Pipeline stage MKMLizer completed in 87.54s
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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-v3
Waiting for inference service chaiml-mistralnemo-nis-16053-v3 to be ready
Inference service chaiml-mistralnemo-nis-16053-v3 ready after 191.83609104156494s
Pipeline stage MKMLDeployer completed in 192.43s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3743040561676025s
Received healthy response to inference request in 2.341992139816284s
Received healthy response to inference request in 2.1025116443634033s
Received healthy response to inference request in 1.7179696559906006s
{"detail":"HTTPConnectionPool(host='chaiml-mistralnemo-nis-16053-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x72212c455190>, 'Connection to chaiml-mistralnemo-nis-16053-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))"}
Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 1.7948780536651612
10th percentile: 1.8717864513397218
20th percentile: 2.025603246688843
30th percentile: 2.1504077434539797
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50th percentile: 2.341992139816284
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80th percentile: 4.391942739486696
90th percentile: 8.427220106124878
95th percentile: 10.444858789443968
99th percentile: 12.058969736099243
mean time: 4.199854993820191
%s, retrying in %s seconds...
Received healthy response to inference request in 2.1865909099578857s
Received healthy response to inference request in 1.7393932342529297s
Received healthy response to inference request in 1.6847360134124756s
Received healthy response to inference request in 1.7540886402130127s
Received healthy response to inference request in 1.5722534656524658s
5 requests
0 failed requests
5th percentile: 1.5947499752044678
10th percentile: 1.6172464847564698
20th percentile: 1.6622395038604736
30th percentile: 1.6956674575805664
40th percentile: 1.7175303459167481
50th percentile: 1.7393932342529297
60th percentile: 1.7452713966369628
70th percentile: 1.751149559020996
80th percentile: 1.8405890941619873
90th percentile: 2.0135900020599364
95th percentile: 2.100090456008911
99th percentile: 2.169290819168091
mean time: 1.787412452697754
Pipeline stage StressChecker completed in 33.94s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.77s
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Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5129.93s
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chaiml-mistralnemo-nis-_16053_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-nis-_16053_v3 status is now torndown due to DeploymentManager action