developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93748_v1
model_name: chaiml-mn24b-v2preferwi_93748_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:25:40+00:00
num_battles: 6445
num_wins: 3244
celo_rating: 1258.19
family_friendly_score: 0.5933999999999999
family_friendly_standard_error: 0.006946602622865367
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5511002147928218, 'latency_mean': 1.814456821680069, 'latency_p50': 1.8210736513137817, 'latency_p90': 1.9893954277038575}, {'batch_size': 3, 'throughput': 1.1192813483536141, 'latency_mean': 2.672981493473053, 'latency_p50': 2.6781864166259766, 'latency_p90': 3.008852458000183}, {'batch_size': 5, 'throughput': 1.4406937092114052, 'latency_mean': 3.4550058138370514, 'latency_p50': 3.4235039949417114, 'latency_p90': 3.9201624393463135}, {'batch_size': 6, 'throughput': 1.5617657005383423, 'latency_mean': 3.832874816656113, 'latency_p50': 3.8279694318771362, 'latency_p90': 4.336766052246094}, {'batch_size': 8, 'throughput': 1.6959142247570056, 'latency_mean': 4.670405153036118, 'latency_p50': 4.706423401832581, 'latency_p90': 5.262454605102539}, {'batch_size': 10, 'throughput': 1.7974035409351656, 'latency_mean': 5.520950303077698, 'latency_p50': 5.561860680580139, 'latency_p90': 6.356255722045899}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93748_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-16
win_ratio: 0.5033359193173003
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-93748-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93748-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: Downloaded to shared memory in 68.523s
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7eoqs2te, device:0
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-93748-v1-mkmlizer: quantized model in 289.025s
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 in 357.548s
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93748-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-93748-v1-mkmlizer completed after 449.99s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93748-v1-mkmlizer
Pipeline stage MKMLizer completed in 450.60s
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-93748-v1
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-93748-v1 ready after 30.378912925720215s
Pipeline stage MKMLDeployer completed in 30.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.111635446548462s
Received healthy response to inference request in 1.7156903743743896s
Received healthy response to inference request in 1.7519304752349854s
Received healthy response to inference request in 1.258470058441162s
Received healthy response to inference request in 1.9286189079284668s
5 requests
0 failed requests
5th percentile: 1.3499141216278077
10th percentile: 1.4413581848144532
20th percentile: 1.624246311187744
30th percentile: 1.7229383945465089
40th percentile: 1.7374344348907471
50th percentile: 1.7519304752349854
60th percentile: 1.822605848312378
70th percentile: 1.8932812213897705
80th percentile: 1.965222215652466
90th percentile: 2.0384288311004637
95th percentile: 2.075032138824463
99th percentile: 2.104314785003662
mean time: 1.7532690525054933
Pipeline stage StressChecker completed in 10.46s
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 1.00s
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 0.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_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 2880.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93748_v1 status is now torndown due to DeploymentManager action