developer_uid: NischayDnk
submission_id: chaiml-mistralnemo-12b-_54923_v1
model_name: chaiml-mistralnemo-12b-_54923_v1
model_group: ChaiML/mistralnemo-12b-s
status: torndown
timestamp: 2025-06-30T06:50:06+00:00
num_battles: 8456
num_wins: 4328
celo_rating: 1292.86
family_friendly_score: 0.5306
family_friendly_standard_error: 0.00705781325907678
submission_type: basic
model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096-will1200
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': 0.4896337165179587, 'latency_mean': 2.0422386837005617, 'latency_p50': 2.0373477935791016, 'latency_p90': 2.2125194549560545}, {'batch_size': 2, 'throughput': 0.6675006557650973, 'latency_mean': 2.9866922438144683, 'latency_p50': 2.998954653739929, 'latency_p90': 3.2320125818252565}, {'batch_size': 3, 'throughput': 0.7723879228727079, 'latency_mean': 3.8645632004737855, 'latency_p50': 3.8912500143051147, 'latency_p90': 4.1989802598953245}, {'batch_size': 4, 'throughput': 0.8409908515368824, 'latency_mean': 4.7412695145607, 'latency_p50': 4.740733623504639, 'latency_p90': 5.201929569244384}, {'batch_size': 5, 'throughput': 0.8780621608841933, 'latency_mean': 5.6598491907119755, 'latency_p50': 5.677091836929321, 'latency_p90': 6.381000304222107}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistralnemo-12b-_54923_v1
is_internal_developer: False
language_model: ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096-will1200
model_size: 13B
ranking_group: single
throughput_3p7s: 0.76
us_pacific_date: 2025-06-29
win_ratio: 0.5118259224219489
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': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{memory}\n', 'prompt_template': '<|system|>Family Friendly{prompt}\n', '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-54923-v1-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-54923-v1-mkmlizer to finish
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-54923-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-54923-v1-mkmlizer: Downloaded to shared memory in 39.000s
chaiml-mistralnemo-12b-54923-v1-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096-will1200 already exists in ChaiML
chaiml-mistralnemo-12b-54923-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc1jtk7ul, device:0
chaiml-mistralnemo-12b-54923-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-54923-v1-mkmlizer: quantized model in 30.198s
chaiml-mistralnemo-12b-54923-v1-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-retryv2-s400-fullft-4096-will1200 in 69.198s
chaiml-mistralnemo-12b-54923-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-54923-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-54923-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-54923-v1
chaiml-mistralnemo-12b-54923-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-54923-v1/config.json
chaiml-mistralnemo-12b-54923-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-54923-v1/special_tokens_map.json
chaiml-mistralnemo-12b-54923-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-54923-v1/tokenizer_config.json
chaiml-mistralnemo-12b-54923-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-54923-v1/tokenizer.json
chaiml-mistralnemo-12b-54923-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-12b-54923-v1/flywheel_model.0.safetensors
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Job chaiml-mistralnemo-12b-54923-v1-mkmlizer completed after 95.09s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-54923-v1-mkmlizer
Pipeline stage MKMLizer completed in 95.94s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.57s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-54923-v1
Waiting for inference service chaiml-mistralnemo-12b-54923-v1 to be ready
Failed to get response for submission chaiml-llama31-204m-exp2_8841_v1: HTTPConnectionPool(host='chaiml-llama31-204m-exp2-8841-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mistralnemo-12b-54923-v1 ready after 411.52657103538513s
Pipeline stage MKMLDeployer completed in 412.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7950539588928223s
Received healthy response to inference request in 1.8879051208496094s
Received healthy response to inference request in 1.7348356246948242s
Received healthy response to inference request in 1.7711892127990723s
Received healthy response to inference request in 1.7863154411315918s
5 requests
0 failed requests
5th percentile: 1.7421063423156737
10th percentile: 1.7493770599365235
20th percentile: 1.7639184951782227
30th percentile: 1.7742144584655761
40th percentile: 1.780264949798584
50th percentile: 1.7863154411315918
60th percentile: 1.8269513130187989
70th percentile: 1.867587184906006
80th percentile: 2.0693348884582523
90th percentile: 2.4321944236755373
95th percentile: 2.6136241912841793
99th percentile: 2.7587680053710937
mean time: 1.995059871673584
Pipeline stage StressChecker completed in 11.46s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.61s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_54923_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5331.35s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_54923_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_54923_v1 status is now torndown due to DeploymentManager action