developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_15159_v4
model_name: chaiml-mn24b-v2preferwi_15159_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T03:00:48+00:00
num_battles: 5638
num_wins: 2881
celo_rating: 1267.23
family_friendly_score: 0.5922000000000001
family_friendly_standard_error: 0.006949808054903387
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3
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': 0.5445734356989933, 'latency_mean': 1.8361980974674226, 'latency_p50': 1.8406578302383423, 'latency_p90': 2.034116578102112}, {'batch_size': 3, 'throughput': 1.1133420948031933, 'latency_mean': 2.691820729970932, 'latency_p50': 2.6929415464401245, 'latency_p90': 2.981021857261658}, {'batch_size': 5, 'throughput': 1.4272546363510898, 'latency_mean': 3.4844605791568757, 'latency_p50': 3.5030122995376587, 'latency_p90': 3.929409074783325}, {'batch_size': 6, 'throughput': 1.5462799121610769, 'latency_mean': 3.859229520559311, 'latency_p50': 3.8604215383529663, 'latency_p90': 4.301558327674866}, {'batch_size': 8, 'throughput': 1.7129454418371477, 'latency_mean': 4.639292994737625, 'latency_p50': 4.660202860832214, 'latency_p90': 5.204393100738526}, {'batch_size': 10, 'throughput': 1.7916349046326951, 'latency_mean': 5.542674959897995, 'latency_p50': 5.527722120285034, 'latency_p90': 6.419492220878601}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_15159_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5109968073785031
generation_params: {'temperature': 0.75, '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-15159-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-15159-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: Downloaded to shared memory in 63.892s
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyq_8bcfu, device:0
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: quantized model in 287.456s
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3 in 351.348s
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v4/nvidia
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-15159-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-15159-v4-mkmlizer completed after 428.42s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-15159-v4-mkmlizer
Pipeline stage MKMLizer completed in 428.91s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.40s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-15159-v4
Waiting for inference service chaiml-mn24b-v2preferwi-15159-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-15159-v4 ready after 50.24077844619751s
Pipeline stage MKMLDeployer completed in 50.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6947574615478516s
Received healthy response to inference request in 1.8147213459014893s
Received healthy response to inference request in 1.718998670578003s
Received healthy response to inference request in 1.8116405010223389s
Received healthy response to inference request in 1.6630079746246338s
5 requests
0 failed requests
5th percentile: 1.6693578720092774
10th percentile: 1.6757077693939209
20th percentile: 1.688407564163208
30th percentile: 1.6996057033538818
40th percentile: 1.7093021869659424
50th percentile: 1.718998670578003
60th percentile: 1.7560554027557373
70th percentile: 1.7931121349334718
80th percentile: 1.812256669998169
90th percentile: 1.8134890079498291
95th percentile: 1.814105176925659
99th percentile: 1.8145981121063233
mean time: 1.7406251907348633
Pipeline stage StressChecker completed in 10.30s
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 0.71s
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 1.28s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15159_v4 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-15159-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-15159-v4-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 2728.58s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15159_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_15159_v4 status is now torndown due to DeploymentManager action