developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_28462_v1
model_name: chaiml-mn24b-v2preferwi_28462_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:50:23+00:00
num_battles: 6129
num_wins: 3154
celo_rating: 1262.56
family_friendly_score: 0.5680000000000001
family_friendly_standard_error: 0.007005369369276684
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4
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': 0.551312987042869, 'latency_mean': 1.8137550938129425, 'latency_p50': 1.8068243265151978, 'latency_p90': 2.026812434196472}, {'batch_size': 3, 'throughput': 1.1122167018436717, 'latency_mean': 2.685272355079651, 'latency_p50': 2.6779463291168213, 'latency_p90': 2.948140096664429}, {'batch_size': 5, 'throughput': 1.4419155126804217, 'latency_mean': 3.447421247959137, 'latency_p50': 3.4174870252609253, 'latency_p90': 3.8840791463851927}, {'batch_size': 6, 'throughput': 1.5356374512191735, 'latency_mean': 3.8914605474472044, 'latency_p50': 3.8882243633270264, 'latency_p90': 4.432338452339172}, {'batch_size': 8, 'throughput': 1.720100965971331, 'latency_mean': 4.62276443362236, 'latency_p50': 4.582370758056641, 'latency_p90': 5.19675989151001}, {'batch_size': 10, 'throughput': 1.7632686411496872, 'latency_mean': 5.627269634008408, 'latency_p50': 5.613192319869995, 'latency_p90': 6.387588262557983}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_28462_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5146027084353075
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-28462-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-28462-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: Downloaded to shared memory in 65.217s
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpew_y24_b, device:0
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: quantized model in 290.064s
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4 in 355.281s
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-28462-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-28462-v1-mkmlizer completed after 418.35s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-28462-v1-mkmlizer
Pipeline stage MKMLizer completed in 418.93s
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-28462-v1
Waiting for inference service chaiml-mn24b-v2preferwi-28462-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-28462-v1 ready after 60.281301975250244s
Pipeline stage MKMLDeployer completed in 60.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5566353797912598s
Received healthy response to inference request in 1.6793217658996582s
Received healthy response to inference request in 2.2539877891540527s
Received healthy response to inference request in 1.880347728729248s
Received healthy response to inference request in 1.8005833625793457s
5 requests
0 failed requests
5th percentile: 1.7035740852355956
10th percentile: 1.7278264045715332
20th percentile: 1.7763310432434083
30th percentile: 1.8165362358093262
40th percentile: 1.848441982269287
50th percentile: 1.880347728729248
60th percentile: 2.02980375289917
70th percentile: 2.179259777069092
80th percentile: 2.3145173072814944
90th percentile: 2.435576343536377
95th percentile: 2.496105861663818
99th percentile: 2.5445294761657715
mean time: 2.0341752052307127
Pipeline stage StressChecker completed in 11.58s
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 0.69s
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_28462_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-28462-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-28462-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 2777.56s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_28462_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_28462_v1 status is now torndown due to DeploymentManager action