chaiml-nitral-dpos1-bet_42448

developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_42448_v1
model_name: chaiml-nitral-dpos1-bet_42448_v1
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-29T20:29:55+00:00
num_battles: 5759
num_wins: 2908
celo_rating: 1284.58
family_friendly_score: 0.5760000000000001
family_friendly_standard_error: 0.0069889054937092975
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': 0.7997926105396216, 'latency_mean': 1.2502280068397522, 'latency_p50': 1.2473481893539429, 'latency_p90': 1.3691240072250366}, {'batch_size': 4, 'throughput': 1.6750393260264473, 'latency_mean': 2.3825321292877195, 'latency_p50': 2.3637402057647705, 'latency_p90': 2.6591560363769533}, {'batch_size': 5, 'throughput': 1.8014555276908777, 'latency_mean': 2.769016170501709, 'latency_p50': 2.7884498834609985, 'latency_p90': 3.1377789974212646}, {'batch_size': 8, 'throughput': 2.013734208251673, 'latency_mean': 3.9458060574531557, 'latency_p50': 3.953497886657715, 'latency_p90': 4.453639364242553}, {'batch_size': 10, 'throughput': 2.090752520148703, 'latency_mean': 4.750965408086777, 'latency_p50': 4.682053089141846, 'latency_p90': 5.331341338157654}, {'batch_size': 12, 'throughput': 2.1288313522357556, 'latency_mean': 5.586216033697128, 'latency_p50': 5.562629580497742, 'latency_p90': 6.237426471710205}, {'batch_size': 15, 'throughput': 2.1801073690550123, 'latency_mean': 6.793339105844498, 'latency_p50': 6.879505753517151, 'latency_p90': 7.765444707870484}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_42448_v1
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: 1.99
us_pacific_date: 2025-09-29
win_ratio: 0.504948775829137
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['You:', '<|im_end|>', '\n', '###', '<|im_start|>', '</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-v1-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-42448-v1-mkmlizer to finish
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: Downloaded to shared memory in 25.611s
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv3 already exists in ChaiML
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_70q5zr4, device:0
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-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-v1-mkmlizer: quantized model in 144.634s
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv3 in 170.245s
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v1/nvidia
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v1/nvidia/config.json
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v1/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-42448-v1/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-42448-v1-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-42448-v1-mkmlizer completed after 226.05s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-42448-v1-mkmlizer
Pipeline stage MKMLizer completed in 226.57s
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-v1
Waiting for inference service chaiml-nitral-dpos1-bet-42448-v1 to be ready
Inference service chaiml-nitral-dpos1-bet-42448-v1 ready after 40.22498679161072s
Pipeline stage MKMLDeployer completed in 41.97s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.519765853881836s
Received healthy response to inference request in 1.20969820022583s
Received healthy response to inference request in 1.5802419185638428s
Received healthy response to inference request in 1.4083969593048096s
Received healthy response to inference request in 1.6385140419006348s
5 requests
0 failed requests
5th percentile: 1.2494379520416259
10th percentile: 1.289177703857422
20th percentile: 1.3686572074890138
30th percentile: 1.4306707382202148
40th percentile: 1.4752182960510254
50th percentile: 1.519765853881836
60th percentile: 1.5439562797546387
70th percentile: 1.5681467056274414
80th percentile: 1.5918963432312012
90th percentile: 1.6152051925659179
95th percentile: 1.6268596172332763
99th percentile: 1.636183156967163
mean time: 1.4713233947753905
Pipeline stage StressChecker completed in 9.21s
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 0.65s
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 0.86s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_42448_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nitral-dpos1-bet-42448-v1-profiler
Waiting for inference service chaiml-nitral-dpos1-bet-42448-v1-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 4217.55s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_42448_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_42448_v1 status is now torndown due to DeploymentManager action