developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_78581_v2
model_name: chaiml-mn24b-v2preferwi_78581_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-29T15:20:01+00:00
num_battles: 5220
num_wins: 2595
celo_rating: 1280.63
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': 0.5455402472645708, 'latency_mean': 1.8329201424121857, 'latency_p50': 1.8439357280731201, 'latency_p90': 2.028050684928894}, {'batch_size': 3, 'throughput': 1.0993824755677957, 'latency_mean': 2.7235740065574645, 'latency_p50': 2.7368189096450806, 'latency_p90': 2.9928166389465334}, {'batch_size': 5, 'throughput': 1.419635101495182, 'latency_mean': 3.5077249431610107, 'latency_p50': 3.4915668964385986, 'latency_p90': 3.987425947189331}, {'batch_size': 6, 'throughput': 1.516657444799388, 'latency_mean': 3.9424017453193665, 'latency_p50': 3.9340211153030396, 'latency_p90': 4.419142699241638}, {'batch_size': 8, 'throughput': 1.672402167013749, 'latency_mean': 4.745271698236466, 'latency_p50': 4.742617726325989, 'latency_p90': 5.651903653144836}, {'batch_size': 10, 'throughput': 1.7194829577112052, 'latency_mean': 5.765217459201812, 'latency_p50': 5.755956172943115, 'latency_p90': 6.588861680030822}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_78581_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-29
win_ratio: 0.49712643678160917
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-78581-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-78581-v2-mkmlizer to finish
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-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)
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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)
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: Downloaded to shared memory in 66.362s
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb8hj0cob, device:0
chaiml-mn24b-v2preferwi-78581-v2-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-llama38b-1800seqt_5646_v1: ('http://chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: quantized model in 284.569s
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 in 350.931s
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia/tokenizer.json
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)
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-78581-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-78581-v2-mkmlizer completed after 492.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-78581-v2-mkmlizer
Pipeline stage MKMLizer completed in 493.35s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-78581-v2
Waiting for inference service chaiml-mn24b-v2preferwi-78581-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-78581-v2 ready after 40.20881795883179s
Pipeline stage MKMLDeployer completed in 40.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2419095039367676s
Received healthy response to inference request in 1.6956210136413574s
Received healthy response to inference request in 1.791248083114624s
Received healthy response to inference request in 1.526059627532959s
Received healthy response to inference request in 2.2341034412384033s
5 requests
0 failed requests
5th percentile: 1.5599719047546388
10th percentile: 1.5938841819763183
20th percentile: 1.6617087364196776
30th percentile: 1.7147464275360107
40th percentile: 1.7529972553253175
50th percentile: 1.791248083114624
60th percentile: 1.9683902263641357
70th percentile: 2.1455323696136475
80th percentile: 2.235664653778076
90th percentile: 2.238787078857422
95th percentile: 2.240348291397095
99th percentile: 2.241597261428833
mean time: 1.8977883338928223
Pipeline stage StressChecker completed in 11.38s
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 0.69s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-78581-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-78581-v2-profiler to be ready
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
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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3011.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v2 status is now torndown due to DeploymentManager action