developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_78581_v4
model_name: chaiml-mn24b-v2preferwi_78581_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-29T15:20:25+00:00
num_battles: 6097
num_wins: 2988
celo_rating: 1274.19
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': 0.5444740967321859, 'latency_mean': 1.8365341556072234, 'latency_p50': 1.8404778242111206, 'latency_p90': 2.036799454689026}, {'batch_size': 3, 'throughput': 1.0910827424434697, 'latency_mean': 2.7351954758167265, 'latency_p50': 2.7487000226974487, 'latency_p90': 3.0208353996276855}, {'batch_size': 5, 'throughput': 1.3918727468670735, 'latency_mean': 3.570571833848953, 'latency_p50': 3.592752456665039, 'latency_p90': 4.10425283908844}, {'batch_size': 6, 'throughput': 1.4940846905655347, 'latency_mean': 4.003092187643051, 'latency_p50': 4.007374167442322, 'latency_p90': 4.488753914833069}, {'batch_size': 8, 'throughput': 1.6411107977136647, 'latency_mean': 4.848903651237488, 'latency_p50': 4.830564379692078, 'latency_p90': 5.523819828033447}, {'batch_size': 10, 'throughput': 1.6960874283042786, 'latency_mean': 5.838273179531098, 'latency_p50': 5.768886208534241, 'latency_p90': 6.7639260530471805}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_78581_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-09-29
win_ratio: 0.4900770870920125
generation_params: {'temperature': 0.75, '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-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-78581-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: Downloaded to shared memory in 55.281s
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptdpexn3z, device:0
chaiml-mn24b-v2preferwi-78581-v4-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', '')
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)
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)
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-v4-mkmlizer: quantized model in 285.296s
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 in 340.577s
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v4/nvidia
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v4/nvidia/tokenizer.json
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', '')
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)
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-78581-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-78581-v4-mkmlizer completed after 473.76s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-78581-v4-mkmlizer
Pipeline stage MKMLizer completed in 474.26s
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-78581-v4
Waiting for inference service chaiml-mn24b-v2preferwi-78581-v4 to be ready
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)
Inference service chaiml-mn24b-v2preferwi-78581-v4 ready after 60.278273582458496s
Pipeline stage MKMLDeployer completed in 60.75s
run pipeline stage %s
Running pipeline stage StressChecker
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)
Received healthy response to inference request in 2.219851493835449s
Received healthy response to inference request in 1.9188406467437744s
Received healthy response to inference request in 1.4482526779174805s
Received healthy response to inference request in 1.6428050994873047s
Received healthy response to inference request in 1.9321188926696777s
5 requests
0 failed requests
5th percentile: 1.4871631622314454
10th percentile: 1.5260736465454101
20th percentile: 1.6038946151733398
30th percentile: 1.6980122089385987
40th percentile: 1.8084264278411866
50th percentile: 1.9188406467437744
60th percentile: 1.9241519451141358
70th percentile: 1.9294632434844972
80th percentile: 1.9896654129028322
90th percentile: 2.104758453369141
95th percentile: 2.162304973602295
99th percentile: 2.2083421897888185
mean time: 1.8323737621307372
Pipeline stage StressChecker completed in 10.66s
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 0.73s
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 1.36s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v4 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 9832.14s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v4 status is now torndown due to DeploymentManager action