developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47257_v4
model_name: chaiml-mn24b-v2preferwi_47257_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T18:20:24+00:00
num_battles: 5953
num_wins: 3048
celo_rating: 1270.59
family_friendly_score: 0.5796
family_friendly_standard_error: 0.006980885903665809
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune1
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': 0.5476225332728795, 'latency_mean': 1.8259523797035218, 'latency_p50': 1.8244891166687012, 'latency_p90': 2.040099835395813}, {'batch_size': 3, 'throughput': 1.104102423248351, 'latency_mean': 2.708428612947464, 'latency_p50': 2.7043923139572144, 'latency_p90': 3.006975793838501}, {'batch_size': 5, 'throughput': 1.4045936648991457, 'latency_mean': 3.545278639793396, 'latency_p50': 3.5142858028411865, 'latency_p90': 4.023945713043213}, {'batch_size': 6, 'throughput': 1.5029315638849785, 'latency_mean': 3.966131008863449, 'latency_p50': 3.970203161239624, 'latency_p90': 4.5109251737594604}, {'batch_size': 8, 'throughput': 1.6513679993794392, 'latency_mean': 4.804845658540725, 'latency_p50': 4.805700778961182, 'latency_p90': 5.453327250480652}, {'batch_size': 10, 'throughput': 1.7109866084861338, 'latency_mean': 5.800203101634979, 'latency_p50': 5.8420164585113525, 'latency_p90': 6.582655501365662}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47257_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-11
win_ratio: 0.5120107508819083
generation_params: {'temperature': 0.5, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-mn24b-v2preferwi-47257-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47257-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: Downloaded to shared memory in 38.461s
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeoj87pdp, device:0
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: HTTPConnectionPool(host='chaiml-nemo-guard-merged-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: quantized model in 317.081s
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune1 in 355.542s
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47257-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47257-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47257-v4-mkmlizer completed after 461.93s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47257-v4-mkmlizer
Pipeline stage MKMLizer completed in 462.46s
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-47257-v4
Waiting for inference service chaiml-mn24b-v2preferwi-47257-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-47257-v4 ready after 90.57128286361694s
Pipeline stage MKMLDeployer completed in 91.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2822089195251465s
Received healthy response to inference request in 2.8108720779418945s
Received healthy response to inference request in 2.0017828941345215s
Received healthy response to inference request in 2.119508743286133s
Received healthy response to inference request in 2.017648220062256s
5 requests
0 failed requests
5th percentile: 2.0049559593200685
10th percentile: 2.008129024505615
20th percentile: 2.014475154876709
30th percentile: 2.0380203247070314
40th percentile: 2.078764533996582
50th percentile: 2.119508743286133
60th percentile: 2.184588813781738
70th percentile: 2.2496688842773436
80th percentile: 2.3879415512084963
90th percentile: 2.5994068145751954
95th percentile: 2.7051394462585447
99th percentile: 2.7897255516052244
mean time: 2.2464041709899902
Pipeline stage StressChecker completed in 12.45s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47257_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 2719.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47257_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47257_v4 status is now torndown due to DeploymentManager action