developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w02_v3
model_name: chaiml-4d70-fd43-linear-w02_v3
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-08T15:09:15+00:00
num_battles: 6640
num_wins: 3711
celo_rating: 1306.56
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7299116842509237, 'latency_mean': 1.3699087822437286, 'latency_p50': 1.3716434240341187, 'latency_p90': 1.4912195682525635}, {'batch_size': 4, 'throughput': 1.6109863394553463, 'latency_mean': 2.479882869720459, 'latency_p50': 2.477715015411377, 'latency_p90': 2.7706644535064697}, {'batch_size': 5, 'throughput': 1.7314545135757846, 'latency_mean': 2.875245678424835, 'latency_p50': 2.8736742734909058, 'latency_p90': 3.216736936569214}, {'batch_size': 8, 'throughput': 1.993762267594271, 'latency_mean': 3.981033411026001, 'latency_p50': 3.9745489358901978, 'latency_p90': 4.499615573883056}, {'batch_size': 10, 'throughput': 2.054630497275167, 'latency_mean': 4.8256299579143525, 'latency_p50': 4.830732464790344, 'latency_p90': 5.401909446716308}, {'batch_size': 12, 'throughput': 2.110851165484728, 'latency_mean': 5.633699142932892, 'latency_p50': 5.635063409805298, 'latency_p90': 6.286089253425598}, {'batch_size': 15, 'throughput': 2.1469663149967384, 'latency_mean': 6.912168440818786, 'latency_p50': 6.943728566169739, 'latency_p90': 7.713652634620666}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w02_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.96
us_pacific_date: 2025-10-08
win_ratio: 0.5588855421686747
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['###', '<|im_start|>', '\n', '</s>', '<|im_end|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
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Running pipeline stage MKMLizer
Starting job with name chaiml-4d70-fd43-linear-w02-v3-mkmlizer
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chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: Downloaded to shared memory in 30.153s
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w02 already exists in ChaiML
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpruf86iin, device:0
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: quantized model in 144.286s
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w02 in 174.440s
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v3/nvidia
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v3/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v3/nvidia/config.json
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v3/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v3/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-4d70-fd43-linear-w02-v3-mkmlizer completed after 216.76s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w02-v3-mkmlizer
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5th percentile: 1.391843032836914
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70th percentile: 1.6563659191131592
80th percentile: 1.6993943214416505
90th percentile: 1.7418277740478516
95th percentile: 1.763044500350952
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mean time: 1.5839163780212402
Pipeline stage StressChecker completed in 9.18s
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clean up pipeline due to error=DeploymentChecksError("('http://chaiml-4d70-fd43-linear-w02-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'upstream connect error or disconnect/reset before headers. reset reason: connection timeout')")
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