developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_35853_v1
model_name: chaiml-mn24b-v2preferwi_35853_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T02:47:55+00:00
num_battles: 6090
num_wins: 2755
celo_rating: 1241.54
family_friendly_score: 0.538
family_friendly_standard_error: 0.007050616994277877
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
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': 0.5475537837415672, 'latency_mean': 1.8262078404426574, 'latency_p50': 1.8202792406082153, 'latency_p90': 2.023460602760315}, {'batch_size': 3, 'throughput': 1.1046786067895613, 'latency_mean': 2.7085913228988647, 'latency_p50': 2.7134511470794678, 'latency_p90': 3.1095611333847044}, {'batch_size': 5, 'throughput': 1.4078992774987558, 'latency_mean': 3.535639659166336, 'latency_p50': 3.5270705223083496, 'latency_p90': 4.002985095977783}, {'batch_size': 6, 'throughput': 1.507085291920127, 'latency_mean': 3.9495815217494963, 'latency_p50': 3.9622780084609985, 'latency_p90': 4.407774305343628}, {'batch_size': 8, 'throughput': 1.6671101935515156, 'latency_mean': 4.765557987689972, 'latency_p50': 4.76585054397583, 'latency_p90': 5.45894136428833}, {'batch_size': 10, 'throughput': 1.732143183098217, 'latency_mean': 5.718867822885513, 'latency_p50': 5.7281728982925415, 'latency_p90': 6.539687609672546}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_35853_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-29
win_ratio: 0.4523809523809524
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-35853-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-35853-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: Downloaded to shared memory in 82.059s
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 already exists in ChaiML
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphj7hdyp0, device:0
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-0925-tl-zl-dummy_79369_v1: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-79369-v1-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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-35853-v1-mkmlizer: quantized model in 284.238s
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 in 366.298s
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-35853-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-35853-v1-mkmlizer completed after 438.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-35853-v1-mkmlizer
Pipeline stage MKMLizer completed in 439.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-35853-v1
Waiting for inference service chaiml-mn24b-v2preferwi-35853-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-35853-v1 ready after 60.46364617347717s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.205097198486328s
Received healthy response to inference request in 1.8349077701568604s
Received healthy response to inference request in 1.977691650390625s
Received healthy response to inference request in 1.7519161701202393s
Received healthy response to inference request in 1.678415060043335s
5 requests
0 failed requests
5th percentile: 1.6931152820587159
10th percentile: 1.7078155040740968
20th percentile: 1.7372159481048584
30th percentile: 1.7685144901275636
40th percentile: 1.801711130142212
50th percentile: 1.8349077701568604
60th percentile: 1.8920213222503661
70th percentile: 1.9491348743438721
80th percentile: 2.0231727600097655
90th percentile: 2.114134979248047
95th percentile: 2.1596160888671876
99th percentile: 2.1960009765625
mean time: 1.8896055698394776
Pipeline stage StressChecker completed in 11.25s
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 0.66s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_v1 status is now deployed due to DeploymentManager action
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 5460.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_35853_v1 status is now torndown due to DeploymentManager action