chaiml-nitral-dpos1-bet_42448

developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_42448_v2
model_name: chaiml-nitral-dpos1-bet_42448_v2
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-29T20:30:26+00:00
num_battles: 5716
num_wins: 2921
celo_rating: 1289.52
family_friendly_score: 0.5684
family_friendly_standard_error: 0.007004590494811242
submission_type: basic
model_repo: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv3
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7889696664438992, 'latency_mean': 1.267350391149521, 'latency_p50': 1.2697803974151611, 'latency_p90': 1.3945486783981322}, {'batch_size': 4, 'throughput': 1.6566017139636116, 'latency_mean': 2.4071282601356505, 'latency_p50': 2.4017114639282227, 'latency_p90': 2.7750099658966065}, {'batch_size': 5, 'throughput': 1.7636181678517313, 'latency_mean': 2.824328441619873, 'latency_p50': 2.8165781497955322, 'latency_p90': 3.1531782388687133}, {'batch_size': 8, 'throughput': 2.006495978490621, 'latency_mean': 3.971700038909912, 'latency_p50': 3.9483405351638794, 'latency_p90': 4.492721223831177}, {'batch_size': 10, 'throughput': 2.0638321979417245, 'latency_mean': 4.802501294612885, 'latency_p50': 4.815682411193848, 'latency_p90': 5.467711782455444}, {'batch_size': 12, 'throughput': 2.110313694135919, 'latency_mean': 5.6355334401130674, 'latency_p50': 5.643838882446289, 'latency_p90': 6.450790667533875}, {'batch_size': 15, 'throughput': 2.1637922352438954, 'latency_mean': 6.856725319623947, 'latency_p50': 6.848088264465332, 'latency_p90': 7.86345407962799}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_42448_v2
is_internal_developer: False
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv3
model_size: 13B
ranking_group: single
throughput_3p7s: 1.97
us_pacific_date: 2025-09-29
win_ratio: 0.5110216934919524
generation_params: {'temperature': 0.8, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', 'You:', '<|im_start|>', '###', '<|im_end|>', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly\n{bot_name} memory: {memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-42448-v2-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-42448-v2-mkmlizer to finish
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission rirv938-grpo-20250926-c_47023_v2: HTTPConnectionPool(host='rirv938-grpo-20250926-c-47023-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: Downloaded to shared memory in 26.170s
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv3 already exists in ChaiML
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp40kpw78l, device:0
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-smallbase-nis-mu_14714_v2: HTTPConnectionPool(host='chaiml-smallbase-nis-mu-14714-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: quantized model in 144.928s
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv3 in 171.098s
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v2/nvidia
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v2/nvidia/config.json
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v2/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v2/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v2/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v2/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-42448-v2-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-42448-v2-mkmlizer completed after 227.88s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-42448-v2-mkmlizer
Pipeline stage MKMLizer completed in 228.50s
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-nitral-dpos1-bet-42448-v2
Waiting for inference service chaiml-nitral-dpos1-bet-42448-v2 to be ready
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)
Inference service chaiml-nitral-dpos1-bet-42448-v2 ready after 60.29108738899231s
Pipeline stage MKMLDeployer completed in 60.71s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.437042236328125s
Received healthy response to inference request in 1.224212884902954s
Received healthy response to inference request in 1.451566457748413s
Received healthy response to inference request in 1.589658498764038s
5 requests
1 failed requests
5th percentile: 1.2667787551879883
10th percentile: 1.3093446254730225
20th percentile: 1.3944763660430908
30th percentile: 1.4399470806121826
40th percentile: 1.445756769180298
50th percentile: 1.451566457748413
60th percentile: 1.506803274154663
70th percentile: 1.562040090560913
80th percentile: 5.304223394393924
90th percentile: 12.733353185653687
95th percentile: 16.447918081283568
99th percentile: 19.419569997787477
mean time: 5.172992610931397
%s, retrying in %s seconds...
Received healthy response to inference request in 1.3425078392028809s
Received healthy response to inference request in 1.3078944683074951s
Received healthy response to inference request in 1.8324329853057861s
Received healthy response to inference request in 1.3030595779418945s
Received healthy response to inference request in 1.2496833801269531s
5 requests
0 failed requests
5th percentile: 1.2603586196899415
10th percentile: 1.2710338592529298
20th percentile: 1.2923843383789062
30th percentile: 1.3040265560150146
40th percentile: 1.305960512161255
50th percentile: 1.3078944683074951
60th percentile: 1.3217398166656493
70th percentile: 1.3355851650238038
80th percentile: 1.440492868423462
90th percentile: 1.636462926864624
95th percentile: 1.734447956085205
99th percentile: 1.81283597946167
mean time: 1.407115650177002
Pipeline stage StressChecker completed in 35.80s
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 0.68s
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 0.67s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_42448_v2 status is now deployed due to DeploymentManager action
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 3909.62s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_42448_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_42448_v2 status is now torndown due to DeploymentManager action