chaiml-mn12b-v2preferwin_6348

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwin_6348_v2
model_name: chaiml-mn12b-v2preferwin_6348_v2
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-10T19:34:28+00:00
num_battles: 6202
num_wins: 3349
celo_rating: 1278.0
family_friendly_score: 0.5038
family_friendly_standard_error: 0.007070863596478156
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1_tune1
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': 0.9315744462889841, 'latency_mean': 1.073355003595352, 'latency_p50': 1.0794684886932373, 'latency_p90': 1.1906934022903441}, {'batch_size': 5, 'throughput': 2.486767372220252, 'latency_mean': 2.0031451284885406, 'latency_p50': 2.0030864477157593, 'latency_p90': 2.250131392478943}, {'batch_size': 10, 'throughput': 3.073225170926235, 'latency_mean': 3.220447245836258, 'latency_p50': 3.218993067741394, 'latency_p90': 3.683030700683594}, {'batch_size': 15, 'throughput': 3.3165884640318053, 'latency_mean': 4.466571160554886, 'latency_p50': 4.422043681144714, 'latency_p90': 5.120786833763122}, {'batch_size': 20, 'throughput': 3.3546295010682208, 'latency_mean': 5.86571606874466, 'latency_p50': 5.870994329452515, 'latency_p90': 6.731715822219848}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwin_6348_v2
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.22
us_pacific_date: 2025-09-10
win_ratio: 0.5399871009351822
generation_params: {'temperature': 1.0, 'top_p': 1.0, '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-v2preferwin-6348-v2-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwin-6348-v2-mkmlizer to finish
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: Downloaded to shared memory in 25.742s
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5no1j036, device:0
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-ocean-life25051_60844_v21: HTTPConnectionPool(host='chaiml-ocean-life25051-60844-v21-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04.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 0x78936836a4d0>, 'Connection to chaiml-ocean-life25051-60844-v21-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04.chaiverse.com timed out. (connect timeout=12.0)'))
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v2/nvidia
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v2/nvidia/config.json
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v2/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v2/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v2/nvidia/tokenizer.json
chaiml-mn12b-v2preferwin-6348-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwin-6348-v2-mkmlizer completed after 207.63s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwin-6348-v2-mkmlizer
Pipeline stage MKMLizer completed in 208.13s
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-mn12b-v2preferwin-6348-v2
Waiting for inference service chaiml-mn12b-v2preferwin-6348-v2 to be ready
Inference service chaiml-mn12b-v2preferwin-6348-v2 ready after 80.36242008209229s
Pipeline stage MKMLDeployer completed in 80.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4731738567352295s
Received healthy response to inference request in 1.0733261108398438s
Received healthy response to inference request in 1.0868749618530273s
Received healthy response to inference request in 1.2198536396026611s
Received healthy response to inference request in 1.1644093990325928s
5 requests
0 failed requests
5th percentile: 1.0760358810424804
10th percentile: 1.0787456512451172
20th percentile: 1.0841651916503907
30th percentile: 1.1023818492889403
40th percentile: 1.1333956241607666
50th percentile: 1.1644093990325928
60th percentile: 1.1865870952606201
70th percentile: 1.2087647914886475
80th percentile: 1.270517683029175
90th percentile: 1.3718457698822022
95th percentile: 1.4225098133087157
99th percentile: 1.4630410480499267
mean time: 1.2035275936126708
Pipeline stage StressChecker completed in 8.04s
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 0.72s
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 0.68s
Shutdown handler de-registered
chaiml-mn12b-v2preferwin_6348_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-v2preferwin-6348-v2-profiler
Waiting for inference service chaiml-mn12b-v2preferwin-6348-v2-profiler to be ready
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 2107.51s
Shutdown handler de-registered
chaiml-mn12b-v2preferwin_6348_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwin_6348_v2 status is now torndown due to DeploymentManager action