chaiml-4d70-fd43-linear-w01

developer_uid: rirv938

submission_id: chaiml-4d70-fd43-linear-w01_v19

model_name: chaiml-4d70-fd43-linear-w01_v19

model_group: ChaiML/4d70-fd43-linear-

status: torndown

timestamp: 2025-12-12T18:26:56+00:00

num_battles: 6576

num_wins: 3399

celo_rating: 1308.81

family_friendly_score: 0.507

family_friendly_standard_error: 0.007070374813261317

submission_type: basic

model_repo: ChaiML/4d70-fd43-linear-w01

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': 0.629746662331609, 'latency_mean': 1.5878409898281098, 'latency_p50': 1.588218092918396, 'latency_p90': 1.7370172023773194}, {'batch_size': 3, 'throughput': 1.2225684391260523, 'latency_mean': 2.44573401093483, 'latency_p50': 2.437535524368286, 'latency_p90': 2.6679907560348513}, {'batch_size': 5, 'throughput': 1.5157764064573307, 'latency_mean': 3.2804885804653168, 'latency_p50': 3.28119432926178, 'latency_p90': 3.6185137271881103}, {'batch_size': 6, 'throughput': 1.6226062887974728, 'latency_mean': 3.6759900403022767, 'latency_p50': 3.6637600660324097, 'latency_p90': 4.1106873750686646}, {'batch_size': 8, 'throughput': 1.7551450755869435, 'latency_mean': 4.5229624962806705, 'latency_p50': 4.541518330574036, 'latency_p90': 5.048519515991211}, {'batch_size': 10, 'throughput': 1.8255077167005358, 'latency_mean': 5.429536123275756, 'latency_p50': 5.4351314306259155, 'latency_p90': 6.127841353416443}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-4d70-fd43-linear-w01_v19

ineligible_reason: max_output_tokens!=64

is_internal_developer: True

language_model: ChaiML/4d70-fd43-linear-w01

model_size: 13B

ranking_group: single

throughput_3p7s: 1.64

us_pacific_date: 2025-11-26

win_ratio: 0.5168795620437956

generation_params: {'temperature': 1.15, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['###', '<|im_end|>', '\n', '</s>', '<|im_start|>'], '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

Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-4d70-fd43-linear-w01-v19-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v19-mkmlizer to finish
Stopping job with name chaiml-4d70-fd43-linear-w01-v19-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-4d70-fd43-linear-w01-v19-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v19-mkmlizer to finish
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chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: Downloaded to shared memory in 20.342s
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj1c4e3in, device:0
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: quantized model in 26.023s
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 46.365s
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v19/nvidia
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v19/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v19/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v19/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v19/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v19/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-fd43-linear-w01-v19-mkmlizer completed after 135.05s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v19-mkmlizer
Pipeline stage MKMLizer completed in 156.40s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v19
Waiting for inference service chaiml-4d70-fd43-linear-w01-v19 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v19 ready after 160.7544240951538s
Pipeline stage MKMLDeployer completed in 161.29s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.043571949005127s
Received healthy response to inference request in 1.4335811138153076s
Received healthy response to inference request in 1.990140438079834s
Received healthy response to inference request in 2.0702404975891113s
Received healthy response to inference request in 1.9007201194763184s
5 requests
0 failed requests
5th percentile: 1.5270089149475097
10th percentile: 1.620436716079712
20th percentile: 1.8072923183441163
30th percentile: 1.9186041831970215
40th percentile: 1.9543723106384276
50th percentile: 1.990140438079834
60th percentile: 2.011513042449951
70th percentile: 2.0328856468200684
80th percentile: 2.0489056587219237
90th percentile: 2.0595730781555175
95th percentile: 2.0649067878723146
99th percentile: 2.069173755645752
mean time: 1.8876508235931397
Pipeline stage StressChecker completed in 11.33s
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Evaluating %s Family Friendly Score with %s threads
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