chaiml-mistralnemo-sfte_97702

developer_uid: NischayDnk
submission_id: chaiml-mistralnemo-sfte_97702_v2
model_name: chaiml-mistralnemo-sfte_97702_v2
model_group: ChaiML/mistralnemo-sftex
status: torndown
timestamp: 2025-07-25T01:28:15+00:00
num_battles: 6066
num_wins: 3053
celo_rating: 1282.41
family_friendly_score: 0.5142
family_friendly_standard_error: 0.0070682156164056
submission_type: basic
model_repo: ChaiML/mistralnemo-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.6274301240044831, 'latency_mean': 1.5936761558055879, 'latency_p50': 1.594536304473877, 'latency_p90': 1.7467522382736207}, {'batch_size': 3, 'throughput': 1.0501003046001516, 'latency_mean': 2.8547248959541323, 'latency_p50': 2.8424856662750244, 'latency_p90': 3.1321135997772216}, {'batch_size': 5, 'throughput': 1.1894330458353923, 'latency_mean': 4.18701634645462, 'latency_p50': 4.202111124992371, 'latency_p90': 4.7083327293396}, {'batch_size': 6, 'throughput': 1.2194761851934781, 'latency_mean': 4.8851302409172055, 'latency_p50': 4.896746754646301, 'latency_p90': 5.479294657707214}, {'batch_size': 8, 'throughput': 1.2739877579227226, 'latency_mean': 6.251934504508972, 'latency_p50': 6.25575590133667, 'latency_p90': 7.069098353385925}, {'batch_size': 10, 'throughput': 1.2959723550138413, 'latency_mean': 7.653102388381958, 'latency_p50': 7.676387667655945, 'latency_p90': 8.671439909934998}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistralnemo-sfte_97702_v2
is_internal_developer: False
language_model: ChaiML/mistralnemo-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain
model_size: 13B
ranking_group: single
throughput_3p7s: 1.15
us_pacific_date: 2025-07-24
win_ratio: 0.5032970656116057
generation_params: {'temperature': 1.0, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.05, 'frequency_penalty': 0.05, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1280, '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-sfte-97702-v2-mkmlizer
Waiting for job on chaiml-mistralnemo-sfte-97702-v2-mkmlizer to finish
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: Downloaded to shared memory in 36.405s
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: Checking if ChaiML/mistralnemo-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain already exists in ChaiML
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkodibbs8, device:0
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: quantized model in 165.605s
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: Processed model ChaiML/mistralnemo-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain in 202.010s
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-sfte-97702-v2/nvidia
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-sfte-97702-v2/nvidia/tokenizer.json
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-sfte-97702-v2/nvidia/flywheel_model.0.safetensors
chaiml-mistralnemo-sfte-97702-v2-mkmlizer: 
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Job chaiml-mistralnemo-sfte-97702-v2-mkmlizer completed after 222.0s with status: succeeded
Stopping job with name chaiml-mistralnemo-sfte-97702-v2-mkmlizer
Pipeline stage MKMLizer completed in 223.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-sfte-97702-v2
Waiting for inference service chaiml-mistralnemo-sfte-97702-v2 to be ready
Inference service chaiml-mistralnemo-sfte-97702-v2 ready after 180.73595547676086s
Pipeline stage MKMLDeployer completed in 181.18s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.8438880443573s
Received healthy response to inference request in 2.7064194679260254s
Received healthy response to inference request in 2.8775384426116943s
Received healthy response to inference request in 1.6951301097869873s
5 requests
1 failed requests
5th percentile: 1.897387981414795
10th percentile: 2.0996458530426025
20th percentile: 2.5041615962982178
30th percentile: 2.7339131832122803
40th percentile: 2.78890061378479
50th percentile: 2.8438880443573
60th percentile: 2.8573482036590576
70th percentile: 2.8708083629608154
80th percentile: 6.381454038619998
90th percentile: 13.389285230636599
95th percentile: 16.893200826644893
99th percentile: 19.69633330345154
mean time: 6.104018497467041
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7906229496002197s
Received healthy response to inference request in 2.7442448139190674s
Received healthy response to inference request in 1.6547777652740479s
Received healthy response to inference request in 2.6985485553741455s
Received healthy response to inference request in 2.9096059799194336s
5 requests
0 failed requests
5th percentile: 1.6819468021392823
10th percentile: 1.7091158390045167
20th percentile: 1.7634539127349853
30th percentile: 1.972208070755005
40th percentile: 2.335378313064575
50th percentile: 2.6985485553741455
60th percentile: 2.716827058792114
70th percentile: 2.735105562210083
80th percentile: 2.7773170471191406
90th percentile: 2.843461513519287
95th percentile: 2.8765337467193604
99th percentile: 2.902991533279419
mean time: 2.359560012817383
Pipeline stage StressChecker completed in 45.09s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.45s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-mistralnemo-sfte_97702_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3020.05s
Shutdown handler de-registered
chaiml-mistralnemo-sfte_97702_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-sfte_97702_v2 status is now torndown due to DeploymentManager action