developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v26
model_name: chaiml-nitral-dpos1-bet_5231_v26
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-08T23:13:35+00:00
num_battles: 5114
num_wins: 2655
celo_rating: 1301.17
family_friendly_score: 0.5064
family_friendly_standard_error: 0.007070488526261817
submission_type: basic
model_repo: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1
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': 0.7289558907330695, 'latency_mean': 1.3716992568969726, 'latency_p50': 1.373415231704712, 'latency_p90': 1.4878071069717407}, {'batch_size': 4, 'throughput': 1.631878309888711, 'latency_mean': 2.4457906913757324, 'latency_p50': 2.439036011695862, 'latency_p90': 2.7161034107208253}, {'batch_size': 5, 'throughput': 1.7331353228562993, 'latency_mean': 2.871565903425217, 'latency_p50': 2.87441349029541, 'latency_p90': 3.1943163871765137}, {'batch_size': 8, 'throughput': 2.008784841695209, 'latency_mean': 3.9449582397937775, 'latency_p50': 3.9384992122650146, 'latency_p90': 4.414159774780273}, {'batch_size': 10, 'throughput': 2.070134881845855, 'latency_mean': 4.780313228368759, 'latency_p50': 4.762954115867615, 'latency_p90': 5.409505081176758}, {'batch_size': 12, 'throughput': 2.1325254145913126, 'latency_mean': 5.5736423432827, 'latency_p50': 5.601961255073547, 'latency_p90': 6.335732698440552}, {'batch_size': 15, 'throughput': 2.1651206585289016, 'latency_mean': 6.8449508833885195, 'latency_p50': 6.956564664840698, 'latency_p90': 7.830230164527893}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v26
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1
model_size: 13B
ranking_group: single
throughput_3p7s: 1.98
us_pacific_date: 2025-10-08
win_ratio: 0.5191630817364099
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': ['###', '<|im_start|>', '</s>', '<|im_end|>', '\n'], '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-5231-v26-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v26-mkmlizer to finish
Retrying (%r) after connection broken by '%r': %s
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer:   2025-10-08T23:14:36.148266Z  WARN  Status Code: 502. Retrying..., request_id: ""
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer:     at /home/runner/work/xet-core/xet-core/cas_client/src/http_client.rs:207
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer:   2025-10-08T23:14:36.148290Z  WARN  Retry attempt #0. Sleeping 2.02065785s before the next attempt
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer:     at /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/reqwest-retry-0.7.0/src/middleware.rs:171
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: Downloaded to shared memory in 28.302s
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5ug6gdgb, device:0
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: quantized model in 145.653s
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 173.956s
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v26/nvidia
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v26/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v26/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v26/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v26/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v26/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v26-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v26-mkmlizer completed after 235.56s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v26-mkmlizer
Pipeline stage MKMLizer completed in 236.15s
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-5231-v26
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v26 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v26 ready after 71.39928245544434s
Pipeline stage MKMLDeployer completed in 72.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.596574306488037s
Received healthy response to inference request in 1.3060717582702637s
Received healthy response to inference request in 1.4689502716064453s
Received healthy response to inference request in 1.6434061527252197s
Received healthy response to inference request in 1.2073135375976562s
5 requests
0 failed requests
5th percentile: 1.2270651817321778
10th percentile: 1.2468168258666992
20th percentile: 1.286320114135742
30th percentile: 1.3386474609375
40th percentile: 1.4037988662719727
50th percentile: 1.4689502716064453
60th percentile: 1.519999885559082
70th percentile: 1.5710494995117188
80th percentile: 1.6059406757354737
90th percentile: 1.6246734142303467
95th percentile: 1.6340397834777831
99th percentile: 1.6415328788757324
mean time: 1.4444632053375244
Pipeline stage StressChecker completed in 8.59s
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 0.67s
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 0.72s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v26 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 2106.90s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v26 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v26 status is now torndown due to DeploymentManager action