developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_78581_v3
model_name: chaiml-mn24b-v2preferwi_78581_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-29T15:20:12+00:00
num_battles: 5549
num_wins: 2776
celo_rating: 1279.35
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': 0.538045150344835, 'latency_mean': 1.8584564638137817, 'latency_p50': 1.866782307624817, 'latency_p90': 2.026641607284546}, {'batch_size': 3, 'throughput': 1.1025290733180082, 'latency_mean': 2.7139341294765473, 'latency_p50': 2.7154136896133423, 'latency_p90': 3.006394815444946}, {'batch_size': 5, 'throughput': 1.4030077238323073, 'latency_mean': 3.54000523686409, 'latency_p50': 3.5570350885391235, 'latency_p90': 4.009262371063232}, {'batch_size': 6, 'throughput': 1.497063295224662, 'latency_mean': 3.9783417999744417, 'latency_p50': 4.025842905044556, 'latency_p90': 4.4537609100341795}, {'batch_size': 8, 'throughput': 1.6399612623400437, 'latency_mean': 4.843357475996018, 'latency_p50': 4.841770172119141, 'latency_p90': 5.453109288215637}, {'batch_size': 10, 'throughput': 1.722350774347728, 'latency_mean': 5.754447573423386, 'latency_p50': 5.673199415206909, 'latency_p90': 6.555266642570495}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_78581_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-29
win_ratio: 0.5002703189763922
generation_params: {'temperature': 0.7, '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-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-78581-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v3-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-v3-mkmlizer: Downloaded to shared memory in 61.833s
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkm6m6jki, device:0
chaiml-mn24b-v2preferwi-78581-v3-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-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-78581-v3-mkmlizer: quantized model in 283.544s
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 in 345.378s
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/nvidia
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/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-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-78581-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-78581-v3-mkmlizer completed after 481.58s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-78581-v3-mkmlizer
Pipeline stage MKMLizer completed in 482.10s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-78581-v3
Waiting for inference service chaiml-mn24b-v2preferwi-78581-v3 to be ready
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v4: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v4-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mn24b-v2preferwi-78581-v3 ready after 60.25470185279846s
Pipeline stage MKMLDeployer completed in 60.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0321826934814453s
Received healthy response to inference request in 1.1310021877288818s
Received healthy response to inference request in 2.4317760467529297s
Received healthy response to inference request in 1.9198858737945557s
{"detail":"HTTPConnectionPool(host='chaiml-llama31-mer-v2-t-44570-v4-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 1.2887789249420165
10th percentile: 1.4465556621551514
20th percentile: 1.762109136581421
30th percentile: 1.9423452377319337
40th percentile: 1.9872639656066895
50th percentile: 2.0321826934814453
60th percentile: 2.192020034790039
70th percentile: 2.3518573760986325
80th percentile: 4.647096967697145
90th percentile: 9.077738809585572
95th percentile: 11.293059730529784
99th percentile: 13.065316467285156
mean time: 4.204645490646362
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6717514991760254s
Received healthy response to inference request in 1.9365122318267822s
Received healthy response to inference request in 1.6617286205291748s
Received healthy response to inference request in 1.6349785327911377s
Received healthy response to inference request in 3.0426318645477295s
5 requests
0 failed requests
5th percentile: 1.640328550338745
10th percentile: 1.6456785678863526
20th percentile: 1.6563786029815675
30th percentile: 1.6637331962585449
40th percentile: 1.6677423477172852
50th percentile: 1.6717514991760254
60th percentile: 1.777655792236328
70th percentile: 1.8835600852966308
80th percentile: 2.1577361583709718
90th percentile: 2.600184011459351
95th percentile: 2.82140793800354
99th percentile: 2.9983870792388916
mean time: 1.98952054977417
Pipeline stage StressChecker completed in 34.48s
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 0.68s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v3 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 8875.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v3 status is now torndown due to DeploymentManager action