developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95410_v1
model_name: chaiml-mn24b-v2preferwi_95410_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:39:51+00:00
num_battles: 5816
num_wins: 2642
celo_rating: 1230.74
family_friendly_score: 0.5456
family_friendly_standard_error: 0.007041599818223129
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
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': 0.5446295706669958, 'latency_mean': 1.8360120236873627, 'latency_p50': 1.828601360321045, 'latency_p90': 2.0416363000869753}, {'batch_size': 3, 'throughput': 1.1122217894090862, 'latency_mean': 2.6915327870845793, 'latency_p50': 2.691699504852295, 'latency_p90': 2.992688846588135}, {'batch_size': 5, 'throughput': 1.4443957481200747, 'latency_mean': 3.450794765949249, 'latency_p50': 3.461992383003235, 'latency_p90': 3.9297632932662965}, {'batch_size': 6, 'throughput': 1.5485589691924395, 'latency_mean': 3.84683177113533, 'latency_p50': 3.834395170211792, 'latency_p90': 4.357751059532165}, {'batch_size': 8, 'throughput': 1.7001659187350326, 'latency_mean': 4.681992273330689, 'latency_p50': 4.694403886795044, 'latency_p90': 5.282852125167847}, {'batch_size': 10, 'throughput': 1.7829078197748904, 'latency_mean': 5.551788870096207, 'latency_p50': 5.591985106468201, 'latency_p90': 6.310362553596496}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95410_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-29
win_ratio: 0.45426409903713894
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-95410-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95410-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: Downloaded to shared memory in 56.358s
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 already exists in ChaiML
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbmjjsfvo, device:0
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: quantized model in 287.331s
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 in 343.689s
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-95410-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-95410-v1-mkmlizer completed after 539.79s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95410-v1-mkmlizer
Pipeline stage MKMLizer completed in 540.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.35s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-95410-v1
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-95410-v1 ready after 60.32155156135559s
Pipeline stage MKMLDeployer completed in 60.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0640008449554443s
Received healthy response to inference request in 1.890474557876587s
Received healthy response to inference request in 1.8360826969146729s
Received healthy response to inference request in 2.1597344875335693s
Received healthy response to inference request in 1.812229871749878s
5 requests
0 failed requests
5th percentile: 1.817000436782837
10th percentile: 1.821771001815796
20th percentile: 1.8313121318817138
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
30th percentile: 1.8469610691070557
40th percentile: 1.8687178134918212
50th percentile: 1.890474557876587
60th percentile: 1.9598850727081298
70th percentile: 2.0292955875396728
80th percentile: 2.083147573471069
90th percentile: 2.1214410305023192
95th percentile: 2.1405877590179445
99th percentile: 2.1559051418304445
mean time: 1.9525044918060304
Pipeline stage StressChecker completed in 11.56s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_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 0.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-95410-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-95410-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 4672.78s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95410_v1 status is now torndown due to DeploymentManager action