developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_65709_v8
model_name: chaiml-mn24b-v2preferwi_65709_v8
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:10:37+00:00
num_battles: 5714
num_wins: 2966
celo_rating: 1273.59
family_friendly_score: 0.5512
family_friendly_standard_error: 0.007033897354951947
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5454324107837676, 'latency_mean': 1.8332800161838532, 'latency_p50': 1.823624849319458, 'latency_p90': 2.0483208179473875}, {'batch_size': 3, 'throughput': 1.0982235383872716, 'latency_mean': 2.7231296515464782, 'latency_p50': 2.722028970718384, 'latency_p90': 3.0289512395858766}, {'batch_size': 5, 'throughput': 1.4230230611264396, 'latency_mean': 3.501434500217438, 'latency_p50': 3.506081461906433, 'latency_p90': 4.047669053077698}, {'batch_size': 6, 'throughput': 1.533092434615665, 'latency_mean': 3.9015408861637115, 'latency_p50': 3.9239673614501953, 'latency_p90': 4.456495380401611}, {'batch_size': 8, 'throughput': 1.6597485743886093, 'latency_mean': 4.778289268016815, 'latency_p50': 4.811268329620361, 'latency_p90': 5.377442336082458}, {'batch_size': 10, 'throughput': 1.753652574951601, 'latency_mean': 5.662399096488953, 'latency_p50': 5.658147096633911, 'latency_p90': 6.53433895111084}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_65709_v8
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-19
win_ratio: 0.5190759537976899
generation_params: {'temperature': 0.65, '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-65709-v8-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-65709-v8-mkmlizer to finish
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: Downloaded to shared memory in 60.013s
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpze_op2ba, device:0
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: quantized model in 289.048s
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1 in 349.061s
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia/config.json
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-65709-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-65709-v8-mkmlizer completed after 418.59s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-65709-v8-mkmlizer
Pipeline stage MKMLizer completed in 419.11s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-65709-v8
Waiting for inference service chaiml-mn24b-v2preferwi-65709-v8 to be ready
Inference service chaiml-mn24b-v2preferwi-65709-v8 ready after 70.34881711006165s
Pipeline stage MKMLDeployer completed in 70.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0409915447235107s
Received healthy response to inference request in 1.8487932682037354s
Received healthy response to inference request in 1.4586412906646729s
Received healthy response to inference request in 1.289060354232788s
Received healthy response to inference request in 2.15820050239563s
5 requests
0 failed requests
5th percentile: 1.322976541519165
10th percentile: 1.356892728805542
20th percentile: 1.424725103378296
30th percentile: 1.5366716861724854
40th percentile: 1.6927324771881103
50th percentile: 1.8487932682037354
60th percentile: 1.9256725788116456
70th percentile: 2.0025518894195558
80th percentile: 2.0644333362579346
90th percentile: 2.1113169193267822
95th percentile: 2.134758710861206
99th percentile: 2.153512144088745
mean time: 1.7591373920440674
Pipeline stage StressChecker completed in 10.25s
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 0.68s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_65709_v8 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 0.10s
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-65709-v8-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-65709-v8-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 2652.33s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_65709_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_65709_v8 status is now torndown due to DeploymentManager action