chaiml-nitral-dpos1-bet_30174

developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_30174_v2
model_name: chaiml-nitral-dpos1-bet_30174_v2
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-22T16:00:22+00:00
num_battles: 6012
num_wins: 3360
celo_rating: 1296.81
family_friendly_score: 0.5394
family_friendly_standard_error: 0.007049079939963797
submission_type: basic
model_repo: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2
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': 0.7346205710875289, 'latency_mean': 1.3611196601390838, 'latency_p50': 1.361656904220581, 'latency_p90': 1.4800426483154296}, {'batch_size': 4, 'throughput': 1.6370670117908563, 'latency_mean': 2.434528293609619, 'latency_p50': 2.42348849773407, 'latency_p90': 2.677568817138672}, {'batch_size': 5, 'throughput': 1.7616849677620632, 'latency_mean': 2.8276808631420134, 'latency_p50': 2.8385313749313354, 'latency_p90': 3.2409259796142575}, {'batch_size': 8, 'throughput': 2.013505581931602, 'latency_mean': 3.9481643891334532, 'latency_p50': 3.940071940422058, 'latency_p90': 4.488623571395874}, {'batch_size': 10, 'throughput': 2.085008612725758, 'latency_mean': 4.744671154022217, 'latency_p50': 4.758656620979309, 'latency_p90': 5.297831964492798}, {'batch_size': 12, 'throughput': 2.161879387692407, 'latency_mean': 5.5030110538005825, 'latency_p50': 5.55357551574707, 'latency_p90': 6.2240427255630495}, {'batch_size': 15, 'throughput': 2.1883819220823453, 'latency_mean': 6.768310279846191, 'latency_p50': 6.819605112075806, 'latency_p90': 7.751508474349976}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_30174_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.98
us_pacific_date: 2025-09-22
win_ratio: 0.5588822355289421
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': ['</s>', '\n', '###', '<|im_start|>', '<|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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nitral-dpos1-bet-30174-v2-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-30174-v2-mkmlizer to finish
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Downloaded to shared memory in 26.220s
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2 already exists in ChaiML
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgy4ie6g3, device:0
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: quantized model in 144.694s
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2 in 170.915s
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/flywheel_model.0.safetensors?partNumber=43&uploadId=2~U89hZQA9bxVQejrmcmMCWX3F-0K9zMC": dial tcp: lookup object.ord1.coreweave.com on 10.16.0.10:53: dial udp 10.16.0.10:53: connect: operation not permitted
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/flywheel_model.0.safetensors?partNumber=45&uploadId=2~U89hZQA9bxVQejrmcmMCWX3F-0K9zMC": dial tcp: lookup object.ord1.coreweave.com on 10.16.0.10:53: dial udp 10.16.0.10:53: connect: operation not permitted
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/flywheel_model.0.safetensors?partNumber=45&uploadId=2~U89hZQA9bxVQejrmcmMCWX3F-0K9zMC": dial tcp: lookup object.ord1.coreweave.com on 10.16.0.10:53: dial udp 10.16.0.10:53: connect: operation not permitted
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/flywheel_model.0.safetensors?partNumber=45&uploadId=2~U89hZQA9bxVQejrmcmMCWX3F-0K9zMC": dial tcp: lookup object.ord1.coreweave.com on 10.16.0.10:53: dial udp 10.16.0.10:53: connect: operation not permitted
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: 
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ERROR "cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/flywheel_model.0.safetensors": MultipartUpload: upload multipart failed upload id: 2~U89hZQA9bxVQejrmcmMCWX3F-0K9zMC caused by: SignatureDoesNotMatch:  status code: 403, request id: tx000001c466c3535bb069e-0068d17368-12253e8123-default, host id:
Job chaiml-nitral-dpos1-bet-30174-v2-mkmlizer completed after 226.63s with status: failed
Stopping job with name chaiml-nitral-dpos1-bet-30174-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-nitral-dpos1-bet-30174-v2-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-30174-v2-mkmlizer to finish
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Downloaded to shared memory in 28.123s
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2 already exists in ChaiML
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpn9smchhh, device:0
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: quantized model in 148.228s
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2 in 176.352s
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/config.json
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v2/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-30174-v2-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-30174-v2-mkmlizer completed after 217.35s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-30174-v2-mkmlizer
Pipeline stage MKMLizer completed in 444.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-30174-v2
Waiting for inference service chaiml-nitral-dpos1-bet-30174-v2 to be ready
Inference service chaiml-nitral-dpos1-bet-30174-v2 ready after 60.28516435623169s
Pipeline stage MKMLDeployer completed in 60.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8614695072174072s
Received healthy response to inference request in 0.975492000579834s
Received healthy response to inference request in 1.5026469230651855s
Received healthy response to inference request in 1.45086669921875s
Received healthy response to inference request in 1.4981777667999268s
5 requests
0 failed requests
5th percentile: 1.0705669403076172
10th percentile: 1.1656418800354005
20th percentile: 1.3557917594909668
30th percentile: 1.4603289127349854
40th percentile: 1.479253339767456
50th percentile: 1.4981777667999268
60th percentile: 1.4999654293060303
70th percentile: 1.5017530918121338
80th percentile: 1.57441143989563
90th percentile: 1.7179404735565185
95th percentile: 1.7897049903869628
99th percentile: 1.8471166038513183
mean time: 1.4577305793762207
Pipeline stage StressChecker completed in 8.75s
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 0.66s
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 0.74s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_30174_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nitral-dpos1-bet-30174-v2-profiler
Waiting for inference service chaiml-nitral-dpos1-bet-30174-v2-profiler to be ready
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 2332.16s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_30174_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_30174_v2 status is now torndown due to DeploymentManager action