developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_84909_v2
model_name: chaiml-mn24b-v2preferwi_84909_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T10:05:44+00:00
num_battles: 5384
num_wins: 2567
celo_rating: 1238.4
family_friendly_score: 0.5534
family_friendly_standard_error: 0.007030625007778469
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5
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': 0.5480173635117661, 'latency_mean': 1.8246371960639953, 'latency_p50': 1.828392505645752, 'latency_p90': 2.0164210319519045}, {'batch_size': 3, 'throughput': 1.1250373266914449, 'latency_mean': 2.6548962700366974, 'latency_p50': 2.6414976119995117, 'latency_p90': 2.9938137054443357}, {'batch_size': 5, 'throughput': 1.44790607592788, 'latency_mean': 3.4437004113197327, 'latency_p50': 3.460901379585266, 'latency_p90': 3.8412645578384392}, {'batch_size': 6, 'throughput': 1.5619341645842977, 'latency_mean': 3.8231661593914033, 'latency_p50': 3.8105061054229736, 'latency_p90': 4.3234786033630375}, {'batch_size': 8, 'throughput': 1.7213206872600728, 'latency_mean': 4.6142799293994905, 'latency_p50': 4.590654253959656, 'latency_p90': 5.305389022827148}, {'batch_size': 10, 'throughput': 1.8256530150639714, 'latency_mean': 5.44182834148407, 'latency_p50': 5.440394997596741, 'latency_p90': 6.241029453277587}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_84909_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-30
win_ratio: 0.47678306092124817
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-84909-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-84909-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: Downloaded to shared memory in 50.118s
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5 already exists in ChaiML
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgn_wfwdz, device:0
chaiml-mn24b-v2preferwi-84909-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-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: 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)
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-84909-v2-mkmlizer: quantized model in 285.284s
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5 in 335.403s
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-84909-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-84909-v2-mkmlizer completed after 471.13s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-84909-v2-mkmlizer
Pipeline stage MKMLizer completed in 471.68s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-84909-v2
Waiting for inference service chaiml-mn24b-v2preferwi-84909-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-84909-v2 ready after 60.90105605125427s
Pipeline stage MKMLDeployer completed in 61.37s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 3.3725364208221436s
Received healthy response to inference request in 1.6765661239624023s
Received healthy response to inference request in 1.6627013683319092s
Received healthy response to inference request in 2.3891842365264893s
5 requests
1 failed requests
5th percentile: 1.6654743194580077
10th percentile: 1.6682472705841065
20th percentile: 1.6737931728363038
30th percentile: 1.8190897464752198
40th percentile: 2.1041369915008543
50th percentile: 2.3891842365264893
60th percentile: 2.782525110244751
70th percentile: 3.1758659839630123
80th percentile: 6.726091718673709
90th percentile: 13.433202314376832
95th percentile: 16.786757612228392
99th percentile: 19.469601850509644
mean time: 5.84826021194458
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7251808643341064s
Received healthy response to inference request in 1.9528989791870117s
Received healthy response to inference request in 1.9808626174926758s
Received healthy response to inference request in 1.6645162105560303s
Received healthy response to inference request in 1.7357616424560547s
5 requests
0 failed requests
5th percentile: 1.6766491413116456
10th percentile: 1.6887820720672608
20th percentile: 1.7130479335784912
30th percentile: 1.727297019958496
40th percentile: 1.7315293312072755
50th percentile: 1.7357616424560547
60th percentile: 1.8226165771484375
70th percentile: 1.9094715118408203
80th percentile: 1.9584917068481444
90th percentile: 1.9696771621704101
95th percentile: 1.975269889831543
99th percentile: 1.9797440719604493
mean time: 1.8118440628051757
Pipeline stage StressChecker completed in 41.08s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_84909_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 5513.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_84909_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_84909_v2 status is now torndown due to DeploymentManager action