developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_30134_v3
model_name: chaiml-mn24b-v2preferwi_30134_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:40:40+00:00
num_battles: 5910
num_wins: 3036
celo_rating: 1273.91
family_friendly_score: 0.5512
family_friendly_standard_error: 0.007033897354951947
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5515567996028163, 'latency_mean': 1.812952517271042, 'latency_p50': 1.820057988166809, 'latency_p90': 2.0062975168228148}, {'batch_size': 3, 'throughput': 1.1178666647903646, 'latency_mean': 2.6773722898960113, 'latency_p50': 2.677746534347534, 'latency_p90': 2.9089776277542114}, {'batch_size': 5, 'throughput': 1.4373570122553956, 'latency_mean': 3.4522349214553834, 'latency_p50': 3.452974796295166, 'latency_p90': 3.919367456436157}, {'batch_size': 6, 'throughput': 1.5630027994485176, 'latency_mean': 3.810483988523483, 'latency_p50': 3.785688042640686, 'latency_p90': 4.342110300064087}, {'batch_size': 8, 'throughput': 1.7200335903872002, 'latency_mean': 4.612593562602997, 'latency_p50': 4.619223356246948, 'latency_p90': 5.19565978050232}, {'batch_size': 10, 'throughput': 1.8025935576021803, 'latency_mean': 5.495159760713578, 'latency_p50': 5.493790507316589, 'latency_p90': 6.370812225341797}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_30134_v3
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-24
win_ratio: 0.5137055837563452
generation_params: {'temperature': 0.7, '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': '\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-mn24b-v2preferwi-30134-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-30134-v3-mkmlizer to finish
Failed to get response for submission chaiml-cogito32b-dpos2_39363_v15: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: Downloaded to shared memory in 122.691s
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpewbmy11v, device:0
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-30134-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-30134-v3-mkmlizer completed after 523.04s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-30134-v3-mkmlizer
Pipeline stage MKMLizer completed in 523.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-30134-v3
Waiting for inference service chaiml-mn24b-v2preferwi-30134-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-30134-v3 ready after 60.33850812911987s
Pipeline stage MKMLDeployer completed in 60.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3389737606048584s
Received healthy response to inference request in 1.852386474609375s
Received healthy response to inference request in 1.6637516021728516s
Failed to get response for submission chaiml-mn24b-v2preferwi_89433_v3: ('http://chaiml-mn24b-v2preferwi-89433-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:51922->127.0.0.1:8080: read: connection reset by peer\n')
Received healthy response to inference request in 1.7716312408447266s
Received healthy response to inference request in 1.6485812664031982s
5 requests
0 failed requests
5th percentile: 1.6516153335571289
10th percentile: 1.6546494007110595
20th percentile: 1.660717535018921
30th percentile: 1.6853275299072266
40th percentile: 1.7284793853759766
50th percentile: 1.7716312408447266
60th percentile: 1.803933334350586
70th percentile: 1.8362354278564452
80th percentile: 1.9497039318084717
90th percentile: 2.144338846206665
95th percentile: 2.2416563034057617
99th percentile: 2.319510269165039
mean time: 1.855064868927002
Pipeline stage StressChecker completed in 11.08s
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 0.65s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v3 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 2794.48s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_30134_v3 status is now torndown due to DeploymentManager action