developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_78581_v5
model_name: chaiml-mn24b-v2preferwi_78581_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-29T15:20:39+00:00
num_battles: 5908
num_wins: 2991
celo_rating: 1287.13
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4
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': 0.5468968312181343, 'latency_mean': 1.8283953201770782, 'latency_p50': 1.8240211009979248, 'latency_p90': 2.0219934225082397}, {'batch_size': 3, 'throughput': 1.0858103815851374, 'latency_mean': 2.7568773329257965, 'latency_p50': 2.7695456743240356, 'latency_p90': 3.032911252975464}, {'batch_size': 5, 'throughput': 1.4087592048322797, 'latency_mean': 3.52919193148613, 'latency_p50': 3.512264132499695, 'latency_p90': 4.005143785476685}, {'batch_size': 6, 'throughput': 1.4979439138519681, 'latency_mean': 3.970275875329971, 'latency_p50': 4.0087785720825195, 'latency_p90': 4.4743435144424435}, {'batch_size': 8, 'throughput': 1.6259276361288522, 'latency_mean': 4.883331348896027, 'latency_p50': 4.898086786270142, 'latency_p90': 5.635080933570862}, {'batch_size': 10, 'throughput': 1.705063368717433, 'latency_mean': 5.812519826889038, 'latency_p50': 5.906592130661011, 'latency_p90': 6.65314974784851}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_78581_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-29
win_ratio: 0.5062626946513202
generation_params: {'temperature': 0.8, '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-78581-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-78581-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-78581-v5-mkmlizer: Downloaded to shared memory in 48.594s
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz4p2pj26, device:0
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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)
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)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v30: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.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-78581-v5-mkmlizer: quantized model in 283.050s
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 in 331.645s
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia/tokenizer_config.json
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-78581-v5-mkmlizer: 
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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)
Job chaiml-mn24b-v2preferwi-78581-v5-mkmlizer completed after 461.41s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-78581-v5-mkmlizer
Pipeline stage MKMLizer completed in 461.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.50s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-78581-v5
Waiting for inference service chaiml-mn24b-v2preferwi-78581-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-78581-v5 ready after 50.27238368988037s
Pipeline stage MKMLDeployer completed in 51.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4846155643463135s
Received healthy response to inference request in 2.1436257362365723s
Received healthy response to inference request in 2.217524528503418s
Received healthy response to inference request in 1.8062834739685059s
Received healthy response to inference request in 2.0008296966552734s
5 requests
0 failed requests
5th percentile: 1.5489491462707519
10th percentile: 1.6132827281951905
20th percentile: 1.7419498920440675
30th percentile: 1.8451927185058594
40th percentile: 1.9230112075805663
50th percentile: 2.0008296966552734
60th percentile: 2.057948112487793
70th percentile: 2.1150665283203125
80th percentile: 2.1584054946899416
90th percentile: 2.1879650115966798
95th percentile: 2.2027447700500487
99th percentile: 2.214568576812744
mean time: 1.9305757999420166
Pipeline stage StressChecker completed in 11.78s
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 0.63s
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_78581_v5 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 7636.08s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v5 status is now torndown due to DeploymentManager action