developer_uid: zonemercy
submission_id: chaiml-0925-tl-zl-top-2_75385_v1
model_name: chaiml-0925-tl-zl-top-2_75385_v1
model_group: ChaiML/0925_tl_zl_top_20
status: torndown
timestamp: 2025-10-01T04:21:44+00:00
num_battles: 5547
num_wins: 2772
celo_rating: 1281.11
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/0925_tl_zl_top_20_cs_sft_lora
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4670753737658316, 'latency_mean': 2.1408613574504853, 'latency_p50': 2.137726068496704, 'latency_p90': 2.3623842000961304}, {'batch_size': 2, 'throughput': 0.6816778698388293, 'latency_mean': 2.928350695371628, 'latency_p50': 2.919315814971924, 'latency_p90': 3.204573965072632}, {'batch_size': 3, 'throughput': 0.8157800143683575, 'latency_mean': 3.6659403157234194, 'latency_p50': 3.6777769327163696, 'latency_p90': 4.027848386764526}, {'batch_size': 4, 'throughput': 0.9200571146466726, 'latency_mean': 4.320735139846802, 'latency_p50': 4.334208965301514, 'latency_p90': 4.974107503890991}, {'batch_size': 5, 'throughput': 0.9706612765560816, 'latency_mean': 5.1239706635475155, 'latency_p50': 5.143585205078125, 'latency_p90': 5.902210426330567}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-0925-tl-zl-top-2_75385_v1
is_internal_developer: True
language_model: ChaiML/0925_tl_zl_top_20_cs_sft_lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-09-30
win_ratio: 0.49972958355868036
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{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-0925-tl-zl-top-2-75385-v1-mkmlizer
Waiting for job on chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer to finish
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ║                                                                     ║
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: Downloaded to shared memory in 51.924s
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: Checking if ChaiML/0925_tl_zl_top_20_cs_sft_lora already exists in ChaiML
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppui81z_t, device:0
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-0925-tl-zl-top-2_17248_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-top-2-17248-v2-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-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-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-0925-tl-zl-top-2-75385-v1-mkmlizer: quantized model in 284.390s
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: Processed model ChaiML/0925_tl_zl_top_20_cs_sft_lora in 336.314s
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia/config.json
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia/special_tokens_map.json
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia/tokenizer_config.json
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia/tokenizer.json
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia/flywheel_model.1.safetensors
chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0925-tl-zl-top-2-75385-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer completed after 408.19s with status: succeeded
Stopping job with name chaiml-0925-tl-zl-top-2-75385-v1-mkmlizer
Pipeline stage MKMLizer completed in 409.03s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-0925-tl-zl-top-2-75385-v1
Waiting for inference service chaiml-0925-tl-zl-top-2-75385-v1 to be ready
Inference service chaiml-0925-tl-zl-top-2-75385-v1 ready after 60.25458574295044s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.077932596206665s
Received healthy response to inference request in 1.8559157848358154s
Received healthy response to inference request in 1.7870762348175049s
Received healthy response to inference request in 1.6726531982421875s
Received healthy response to inference request in 1.7905566692352295s
5 requests
0 failed requests
5th percentile: 1.695537805557251
10th percentile: 1.7184224128723145
20th percentile: 1.7641916275024414
30th percentile: 1.7877723217010497
40th percentile: 1.7891644954681396
50th percentile: 1.7905566692352295
60th percentile: 1.816700315475464
70th percentile: 1.8428439617156982
80th percentile: 1.9003191471099854
90th percentile: 1.989125871658325
95th percentile: 2.0335292339324953
99th percentile: 2.069051923751831
mean time: 1.8368268966674806
Pipeline stage StressChecker completed in 10.71s
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 0.67s
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 0.65s
Shutdown handler de-registered
chaiml-0925-tl-zl-top-2_75385_v1 status is now deployed due to DeploymentManager action
Shutdown handler 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
%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
chaiml-0925-tl-zl-top-2_75385_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-0925-tl-zl-top-2_75385_v1 status is now torndown due to DeploymentManager action