chaiml-4d70-fd43-linear-w01

developer_uid: chai_backend_admin
submission_id: chaiml-4d70-fd43-linear-w01_v8
model_name: chaiml-4d70-fd43-linear-w01_v8
model_group: ChaiML/4d70-fd43-linear-
status: inactive
timestamp: 2025-11-04T19:16:53+00:00
num_battles: 5741
num_wins: 2981
celo_rating: 1300.61
family_friendly_score: 0.5202
family_friendly_standard_error: 0.007065294898303962
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': 0.7289909215888776, 'latency_mean': 1.371660771369934, 'latency_p50': 1.3698701858520508, 'latency_p90': 1.4888433694839478}, {'batch_size': 4, 'throughput': 1.609980223456006, 'latency_mean': 2.4735713350772857, 'latency_p50': 2.4971715211868286, 'latency_p90': 2.729303812980652}, {'batch_size': 5, 'throughput': 1.7204443026048997, 'latency_mean': 2.889024715423584, 'latency_p50': 2.9043549299240112, 'latency_p90': 3.1490172147750854}, {'batch_size': 8, 'throughput': 1.9846147669478087, 'latency_mean': 3.9959113144874574, 'latency_p50': 3.983774423599243, 'latency_p90': 4.501077246665955}, {'batch_size': 10, 'throughput': 2.050075902053554, 'latency_mean': 4.831796519756317, 'latency_p50': 4.878455758094788, 'latency_p90': 5.43120129108429}, {'batch_size': 12, 'throughput': 2.115145196475321, 'latency_mean': 5.627299168109894, 'latency_p50': 5.663976192474365, 'latency_p90': 6.426573991775513}, {'batch_size': 15, 'throughput': 2.1491172411868287, 'latency_mean': 6.9065973508358, 'latency_p50': 6.925952434539795, 'latency_p90': 7.836928081512451}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v8
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: 1.95
us_pacific_date: 2025-11-04
win_ratio: 0.5192475178540324
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': ['###', '\n', '<|im_start|>', '</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
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-4d70-fd43-linear-w01-v8-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v8-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Downloaded to shared memory in 26.888s
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjxdc9wi9, device:0
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: quantized model in 144.663s
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 171.551s
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v8-mkmlizer completed after 237.04s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v8-mkmlizer
Pipeline stage MKMLizer completed in 237.66s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.31s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v8
Waiting for inference service chaiml-4d70-fd43-linear-w01-v8 to be ready
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 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', '')
Inference service chaiml-4d70-fd43-linear-w01-v8 ready after 140.86849761009216s
Pipeline stage MKMLDeployer completed in 141.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.001296281814575s
Received healthy response to inference request in 1.406393051147461s
Received healthy response to inference request in 1.3479106426239014s
Received healthy response to inference request in 1.3598957061767578s
Received healthy response to inference request in 1.2540278434753418s
5 requests
0 failed requests
5th percentile: 1.2728044033050536
10th percentile: 1.2915809631347657
20th percentile: 1.3291340827941895
30th percentile: 1.3503076553344726
40th percentile: 1.3551016807556153
50th percentile: 1.3598957061767578
60th percentile: 1.378494644165039
70th percentile: 1.3970935821533204
80th percentile: 1.5253736972808838
90th percentile: 1.7633349895477295
95th percentile: 1.8823156356811523
99th percentile: 1.9775001525878906
mean time: 1.4739047050476075
Pipeline stage StressChecker completed in 11.09s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.76s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.78s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v8 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v8-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w01-v8-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2480.12s
Shutdown handler de-registered
Shutdown handler registered
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Running pipeline stage AMDMKMLizer
Starting job with name chaiml-4d70-fd43-linear-w01-v8-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v8-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: bash: no job control in this shell
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Version: 0.29.16+gfx942                                            ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA, ROCM                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║  Expiration: 2028-03-31 00:00:00                                    ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Downloaded to shared memory in 57.273s
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnryo72_d, device:0
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: 
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chaiml-4d70-fd43-linear-w01-v8-mkmlizer: quantized model in 40.902s
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 98.175s
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/amd
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/amd/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/amd/config.json
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/amd/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/amd/tokenizer.json
chaiml-4d70-fd43-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v8/amd/flywheel_model.0.safetensors
Job chaiml-4d70-fd43-linear-w01-v8-mkmlizer completed after 143.07s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v8-mkmlizer
Pipeline stage AMDMKMLizer completed in 146.83s
Shutdown handler de-registered