chaiml-mn12b-syn1-tune24

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-syn1-tune24_v4
model_name: chaiml-mn12b-syn1-tune24_v4
model_group: ChaiML/mn12b_syn1_tune24
status: torndown
timestamp: 2025-09-06T14:22:35+00:00
num_battles: 5777
num_wins: 2943
celo_rating: 1258.43
family_friendly_score: 0.5644
family_friendly_standard_error: 0.007012169992234929
submission_type: basic
model_repo: ChaiML/mn12b_syn1_tune24
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9270570675611131, 'latency_mean': 1.078579454421997, 'latency_p50': 1.0751147270202637, 'latency_p90': 1.2007728815078735}, {'batch_size': 5, 'throughput': 2.4854556053463632, 'latency_mean': 2.0039242136478426, 'latency_p50': 1.9947072267532349, 'latency_p90': 2.273148536682129}, {'batch_size': 10, 'throughput': 3.117883117346559, 'latency_mean': 3.1788804864883424, 'latency_p50': 3.145904779434204, 'latency_p90': 3.6783618927001953}, {'batch_size': 15, 'throughput': 3.301288117034476, 'latency_mean': 4.486633937358857, 'latency_p50': 4.494397521018982, 'latency_p90': 5.186619710922241}, {'batch_size': 20, 'throughput': 3.3532464882255635, 'latency_mean': 5.857583162784576, 'latency_p50': 5.858291506767273, 'latency_p90': 6.660183072090149}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-syn1-tune24_v4
is_internal_developer: False
language_model: ChaiML/mn12b_syn1_tune24
model_size: 13B
ranking_group: single
throughput_3p7s: 3.24
us_pacific_date: 2025-09-06
win_ratio: 0.5094339622641509
generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-mn12b-syn1-tune24-v4-mkmlizer
Waiting for job on chaiml-mn12b-syn1-tune24-v4-mkmlizer to finish
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║                                                                     ║
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chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune24-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-12bsftj_56492_v4/predict', '{"detail":"list index out of range"}')
chaiml-mn12b-syn1-tune24-v4-mkmlizer: Downloaded to shared memory in 25.924s
chaiml-mn12b-syn1-tune24-v4-mkmlizer: Checking if ChaiML/mn12b_syn1_tune24 already exists in ChaiML
chaiml-mn12b-syn1-tune24-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwv7u52v4, device:0
chaiml-mn12b-syn1-tune24-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-syn1-tune24-v4-mkmlizer: quantized model in 146.437s
chaiml-mn12b-syn1-tune24-v4-mkmlizer: Processed model ChaiML/mn12b_syn1_tune24 in 172.361s
chaiml-mn12b-syn1-tune24-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-syn1-tune24-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-syn1-tune24-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune24-v4/nvidia
chaiml-mn12b-syn1-tune24-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune24-v4/nvidia/config.json
chaiml-mn12b-syn1-tune24-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune24-v4/nvidia/special_tokens_map.json
chaiml-mn12b-syn1-tune24-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune24-v4/nvidia/tokenizer_config.json
chaiml-mn12b-syn1-tune24-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune24-v4/nvidia/tokenizer.json
Failed to get response for submission blend_milen_2025-09-03: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral32-deeps_89261_v16/predict', 'read tcp 127.0.0.1:38900->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mn12b-syn1-tune24-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune24-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn12b-syn1-tune24-v4-mkmlizer: 
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Job chaiml-mn12b-syn1-tune24-v4-mkmlizer completed after 223.04s with status: succeeded
Stopping job with name chaiml-mn12b-syn1-tune24-v4-mkmlizer
Pipeline stage MKMLizer completed in 224.24s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 1.05s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-syn1-tune24-v4
Waiting for inference service chaiml-mn12b-syn1-tune24-v4 to be ready
Inference service chaiml-mn12b-syn1-tune24-v4 ready after 90.67910099029541s
Pipeline stage MKMLDeployer completed in 92.41s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.328580617904663s
Received healthy response to inference request in 1.4997730255126953s
Received healthy response to inference request in 6.512721538543701s
Received healthy response to inference request in 1.184936761856079s
Received healthy response to inference request in 1.307164192199707s
5 requests
0 failed requests
5th percentile: 1.2093822479248046
10th percentile: 1.2338277339935302
20th percentile: 1.2827187061309815
30th percentile: 1.3456859588623047
40th percentile: 1.4227294921875
50th percentile: 1.4997730255126953
60th percentile: 1.8312960624694823
70th percentile: 2.1628190994262693
80th percentile: 3.1654088020324713
90th percentile: 4.8390651702880865
95th percentile: 5.6758933544158925
99th percentile: 6.34535590171814
mean time: 2.5666352272033692
Pipeline stage StressChecker completed in 18.12s
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 2.16s
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 2.29s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune24_v4 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 2231.65s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune24_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-syn1-tune24_v4 status is now torndown due to DeploymentManager action