developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95043_v2
model_name: chaiml-mn24b-v2preferwi_95043_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T02:30:56+00:00
num_battles: 5555
num_wins: 2990
celo_rating: 1283.55
family_friendly_score: 0.5602
family_friendly_standard_error: 0.007019629050028214
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune7
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': 0.5481741234972637, 'latency_mean': 1.8241169261932373, 'latency_p50': 1.8348236083984375, 'latency_p90': 2.0236064434051513}, {'batch_size': 3, 'throughput': 1.1085849344148861, 'latency_mean': 2.701055699586868, 'latency_p50': 2.6818697452545166, 'latency_p90': 3.0341162204742433}, {'batch_size': 5, 'throughput': 1.430205816421878, 'latency_mean': 3.48242360830307, 'latency_p50': 3.4704878330230713, 'latency_p90': 3.9375138521194457}, {'batch_size': 6, 'throughput': 1.5267334621777744, 'latency_mean': 3.9106049764156343, 'latency_p50': 3.922908902168274, 'latency_p90': 4.373116946220398}, {'batch_size': 8, 'throughput': 1.686898404920092, 'latency_mean': 4.707191380262375, 'latency_p50': 4.709232807159424, 'latency_p90': 5.380958676338196}, {'batch_size': 10, 'throughput': 1.7561636599355337, 'latency_mean': 5.648780287504196, 'latency_p50': 5.69298255443573, 'latency_p90': 6.392387008666992}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95043_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-11
win_ratio: 0.5382538253825383
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': '{prompt}\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-95043-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95043-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: Downloaded to shared memory in 59.118s
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj2wgctqi, device:0
chaiml-mn24b-v2preferwi-95043-v2-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-95043-v2-mkmlizer: quantized model in 288.991s
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune7 in 348.109s
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-95043-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-95043-v2-mkmlizer completed after 437.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95043-v2-mkmlizer
Pipeline stage MKMLizer completed in 437.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-95043-v2
Waiting for inference service chaiml-mn24b-v2preferwi-95043-v2 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-95043-v2 ready after 60.23656249046326s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1223957538604736s
Received healthy response to inference request in 1.6739161014556885s
Received healthy response to inference request in 1.7487726211547852s
Received healthy response to inference request in 1.7038311958312988s
Received healthy response to inference request in 1.7155699729919434s
5 requests
0 failed requests
5th percentile: 1.6798991203308105
10th percentile: 1.6858821392059327
20th percentile: 1.6978481769561768
30th percentile: 1.7061789512634278
40th percentile: 1.7108744621276855
50th percentile: 1.7155699729919434
60th percentile: 1.72885103225708
70th percentile: 1.7421320915222167
80th percentile: 1.823497247695923
90th percentile: 1.9729465007781983
95th percentile: 2.0476711273193358
99th percentile: 2.107450828552246
mean time: 1.7928971290588378
Pipeline stage StressChecker completed in 10.20s
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 0.61s
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_95043_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 2942.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95043_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95043_v2 status is now torndown due to DeploymentManager action