developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25619_v1
model_name: chaiml-mn24b-v2preferwi_25619_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:15:29+00:00
num_battles: 5387
num_wins: 2854
celo_rating: 1281.93
family_friendly_score: 0.5562
family_friendly_standard_error: 0.007026258748437891
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_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': 0.5432223768484182, 'latency_mean': 1.8407375776767732, 'latency_p50': 1.8422391414642334, 'latency_p90': 2.0319480895996094}, {'batch_size': 3, 'throughput': 1.0866590771078262, 'latency_mean': 2.748098647594452, 'latency_p50': 2.7582021951675415, 'latency_p90': 3.055225706100464}, {'batch_size': 5, 'throughput': 1.4027812758600762, 'latency_mean': 3.5513463485240937, 'latency_p50': 3.5383564233779907, 'latency_p90': 3.9753264427185058}, {'batch_size': 6, 'throughput': 1.508070990996214, 'latency_mean': 3.955871070623398, 'latency_p50': 3.954310417175293, 'latency_p90': 4.54481086730957}, {'batch_size': 8, 'throughput': 1.6408526773586434, 'latency_mean': 4.8376344406604765, 'latency_p50': 4.835073947906494, 'latency_p90': 5.478345489501953}, {'batch_size': 10, 'throughput': 1.7250957162335538, 'latency_mean': 5.756902611255645, 'latency_p50': 5.753594279289246, 'latency_p90': 6.553850507736206}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25619_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-24
win_ratio: 0.5297939483942825
generation_params: {'temperature': 0.6, '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-25619-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25619-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: Downloaded to shared memory in 58.440s
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8yzfosmu, device:0
chaiml-mn24b-v2preferwi-25619-v1-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-25619-v1-mkmlizer: quantized model in 283.926s
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 in 342.367s
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25619-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25619-v1-mkmlizer completed after 408.35s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25619-v1-mkmlizer
Pipeline stage MKMLizer completed in 408.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-25619-v1
Waiting for inference service chaiml-mn24b-v2preferwi-25619-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-25619-v1 ready after 60.660592794418335s
Pipeline stage MKMLDeployer completed in 61.23s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3670387268066406s
Received healthy response to inference request in 2.478322744369507s
Received healthy response to inference request in 2.511143445968628s
Received healthy response to inference request in 2.014310121536255s
Received healthy response to inference request in 1.8632967472076416s
5 requests
0 failed requests
5th percentile: 1.8934994220733643
10th percentile: 1.923702096939087
20th percentile: 1.9841074466705322
30th percentile: 2.084855842590332
40th percentile: 2.2259472846984862
50th percentile: 2.3670387268066406
60th percentile: 2.411552333831787
70th percentile: 2.4560659408569334
80th percentile: 2.484886884689331
90th percentile: 2.4980151653289795
95th percentile: 2.5045793056488037
99th percentile: 2.509830617904663
mean time: 2.2468223571777344
Pipeline stage StressChecker completed in 13.07s
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 1.05s
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 0.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-25619-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-25619-v1-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 2567.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25619_v1 status is now torndown due to DeploymentManager action