chaiml-nis-cogito-32b-s_10984

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito-32b-s_10984_v1

model_name: chaiml-nis-cogito-32b-s_10984_v1

model_group: ChaiML/nis-cogito-32b-sf

status: torndown

timestamp: 2025-04-18T06:03:15+00:00

num_battles: 7228

num_wins: 3671

celo_rating: 1291.81

family_friendly_score: 0.5678000000000001

family_friendly_standard_error: 0.007005757061160485

submission_type: basic

model_repo: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys20k-1

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.274993094987207, 'latency_mean': 3.6363859748840333, 'latency_p50': 3.629403829574585, 'latency_p90': 4.0258750200271605}, {'batch_size': 2, 'throughput': 0.4444428632345059, 'latency_mean': 4.497766351699829, 'latency_p50': 4.539016246795654, 'latency_p90': 4.969762659072876}, {'batch_size': 3, 'throughput': 0.5904454668258532, 'latency_mean': 5.063585307598114, 'latency_p50': 5.081287145614624, 'latency_p90': 5.555749702453613}, {'batch_size': 5, 'throughput': 0.7817052824554913, 'latency_mean': 6.341586691141129, 'latency_p50': 6.404173016548157, 'latency_p90': 6.99701828956604}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-cogito-32b-s_10984_v1

is_internal_developer: False

language_model: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys20k-1

model_size: 33B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-04-17

win_ratio: 0.5078859988931932

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{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': False}

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-nis-cogito-32b-s-10984-v1-mkmlizer
Waiting for job on chaiml-nis-cogito-32b-s-10984-v1-mkmlizer to finish
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: Downloaded to shared memory in 111.543s
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0sj_sl6q, device:0
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: quantized model in 64.081s
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: Processed model ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys20k-1 in 175.624s
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/config.json
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/added_tokens.json
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/special_tokens_map.json
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/merges.txt
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/vocab.json
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/tokenizer_config.json
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/tokenizer.json
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/flywheel_model.2.safetensors
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/flywheel_model.0.safetensors
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v1/flywheel_model.1.safetensors
chaiml-nis-cogito-32b-s-10984-v1-mkmlizer: 
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Job chaiml-nis-cogito-32b-s-10984-v1-mkmlizer completed after 216.22s with status: succeeded
Stopping job with name chaiml-nis-cogito-32b-s-10984-v1-mkmlizer
Pipeline stage MKMLizer completed in 216.68s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito-32b-s-10984-v1
Waiting for inference service chaiml-nis-cogito-32b-s-10984-v1 to be ready
Inference service chaiml-nis-cogito-32b-s-10984-v1 ready after 130.47565460205078s
Pipeline stage MKMLDeployer completed in 130.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.081393003463745s
Received healthy response to inference request in 3.667841672897339s
Received healthy response to inference request in 3.4380760192871094s
Received healthy response to inference request in 3.3660120964050293s
Received healthy response to inference request in 3.699895143508911s
5 requests
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5th percentile: 3.3804248809814452
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90th percentile: 3.9287938594818117
95th percentile: 4.005093431472778
99th percentile: 4.066133089065552
mean time: 3.6506435871124268
Pipeline stage StressChecker completed in 19.48s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5954.93s
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chaiml-nis-cogito-32b-s_10984_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito-32b-s_10984_v1 status is now torndown due to DeploymentManager action