chaiml-mn24b-v2preferwi_35853

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_35853_v2
model_name: chaiml-mn24b-v2preferwi_35853_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T03:19:08+00:00
num_battles: 5487
num_wins: 2553
celo_rating: 1249.65
family_friendly_score: 0.5362
family_friendly_standard_error: 0.007052511042174979
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': 0.5497780237463613, 'latency_mean': 1.8188169407844543, 'latency_p50': 1.8178397417068481, 'latency_p90': 2.0174890995025634}, {'batch_size': 3, 'throughput': 1.1133544021665378, 'latency_mean': 2.6811156415939332, 'latency_p50': 2.681966185569763, 'latency_p90': 2.9850287199020387}, {'batch_size': 5, 'throughput': 1.4408584475497606, 'latency_mean': 3.4555387187004087, 'latency_p50': 3.4672576189041138, 'latency_p90': 3.9429327249526978}, {'batch_size': 6, 'throughput': 1.5374481656304015, 'latency_mean': 3.865316400527954, 'latency_p50': 3.8576090335845947, 'latency_p90': 4.357763242721558}, {'batch_size': 8, 'throughput': 1.7071853242392945, 'latency_mean': 4.6682168328762055, 'latency_p50': 4.668713927268982, 'latency_p90': 5.335267066955566}, {'batch_size': 10, 'throughput': 1.7826492322664143, 'latency_mean': 5.56193197965622, 'latency_p50': 5.59761118888855, 'latency_p90': 6.4313753843307495}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_35853_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-29
win_ratio: 0.4652815746309459
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-35853-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-35853-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: Downloaded to shared memory in 55.575s
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 already exists in ChaiML
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdrl84gm8, device:0
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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)
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: quantized model in 285.550s
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 in 341.125s
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-35853-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v2/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-35853-v2-mkmlizer completed after 458.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-35853-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.51s
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-35853-v2
Waiting for inference service chaiml-mn24b-v2preferwi-35853-v2 to be ready
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mn24b-v2preferwi-35853-v2 ready after 60.32697772979736s
Pipeline stage MKMLDeployer completed in 61.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0162100791931152s
Received healthy response to inference request in 1.92008376121521s
Received healthy response to inference request in 2.1737191677093506s
Received healthy response to inference request in 1.6702344417572021s
Received healthy response to inference request in 2.6007745265960693s
5 requests
0 failed requests
5th percentile: 1.7202043056488037
10th percentile: 1.7701741695404052
20th percentile: 1.8701138973236084
30th percentile: 1.939309024810791
40th percentile: 1.977759552001953
50th percentile: 2.0162100791931152
60th percentile: 2.0792137145996095
70th percentile: 2.1422173500061037
80th percentile: 2.2591302394866943
90th percentile: 2.429952383041382
95th percentile: 2.5153634548187256
99th percentile: 2.5836923122406006
mean time: 2.0762043952941895
Pipeline stage StressChecker completed in 11.73s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_v2 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 5680.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_35853_v2 status is now torndown due to DeploymentManager action