developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm47-chai-_10558_v1
model_name: chaiml-gspo-glm47-chai-_10558_v1
model_group: ChaiML/gspo-glm47-chai-r
status: torndown
timestamp: 2026-03-22T02:21:36+00:00
num_battles: 10559
num_wins: 5879
celo_rating: 1331.21
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm47-chai-rm-zy-data-step200
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 1500
max_output_tokens: 80
reward_model: default
display_name: chaiml-gspo-glm47-chai-_10558_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm47-chai-rm-zy-data-step200
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-18
win_ratio: 0.5567762098683587
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 60, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>', '<|user|>', '####', '<|assistant|>', '</s>'], 'max_input_tokens': 1500, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '<|assistant|>\n{bot_name}: {message}', 'user_template': '<|user|>\n{message}', 'response_template': '<|assistant|>\n<think></think>\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
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chaiml-gspo-glm47-chai-10558-v1-uploader: Using quantization_mode: fp8
chaiml-gspo-glm47-chai-10558-v1-uploader: Checking if ChaiML/gspo-glm47-chai-rm-zy-data-step200-FP8 already exists in ChaiML
chaiml-gspo-glm47-chai-10558-v1-uploader: Downloading snapshot of ChaiML/gspo-glm47-chai-rm-zy-data-step200...
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chaiml-gspo-glm47-chai-10558-v1-uploader: The tokenizer you are loading from '/tmp/model_input' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-gspo-glm47-chai-10558-v1-uploader: `torch_dtype` is deprecated! Use `dtype` instead!
2026-03-18T17:31:55.412967+00:00 monitor updated for chaiml-gspo-glm47-chai-_10558_v1
chaiml-gspo-glm47-chai-10558-v1-uploader: The tokenizer you are loading from '/tmp/model_input' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:31:51.827590-0700 | reset | INFO - Compression lifecycle reset
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:31:51.895280-0700 | from_modifiers | INFO - Creating recipe from modifiers
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:32:48.066549-0700 | initialize | INFO - Compression lifecycle initialized for 1 modifiers
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:32:48.067005-0700 | IndependentPipeline | INFO - Inferred `DataFreePipeline` for `QuantizationModifier`
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chaiml-gspo-glm47-chai-10558-v1-uploader: Some parameters are on the meta device because they were offloaded to the cpu.
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chaiml-gspo-glm46-combi-11090-v4-uploader: Using quantization_mode: fp8
chaiml-gspo-glm46-combi-11090-v4-uploader: Checking if ChaiML/gspo-glm46-combine-rm55-step200-FP8 already exists in ChaiML
chaiml-gspo-glm46-combi-11090-v4-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm46-combi-11090-v4-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step200-FP8...
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chaiml-gspo-glm46-combi-11090-v4-uploader: Downloaded in 150.580s
chaiml-gspo-glm46-combi-11090-v4-uploader: Processed model ChaiML/gspo-glm46-combine-rm55-step200 in 154.088s
chaiml-gspo-glm46-combi-11090-v4-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v4-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm46-combi-11090-v4-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v4-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v4-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v4-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v4-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm46-combi-11090-v4-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm46-combi-11090-v4-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm46-combi-11090-v4-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm46-combi-11090-v4-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm46-combi-11090-v4-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/chat_template.jinja
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/.gitattributes
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/tokenizer_config.json
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/config.json
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/recipe.yaml
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/generation_config.json
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/special_tokens_map.json
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/model.safetensors.index.json
chaiml-gspo-glm46-combi-11090-v4-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v4/default/tokenizer.json
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2026-03-18T17:42:51.563031+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v4
2026-03-18T17:42:56.772435+00:00 monitor updated for chaiml-gspo-glm47-chai-_10558_v1
Job chaiml-gspo-glm46-combi-11090-v4-uploader completed after 305.18s with status: succeeded
Stopping job with name chaiml-gspo-glm46-combi-11090-v4-uploader
Pipeline stage VLLMUploader completed in 306.13s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.33s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm46-combi-11090-v4
Waiting for inference service chaiml-gspo-glm46-combi-11090-v4 to be ready
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:43:00.831179-0700 | finalize | INFO - Compression lifecycle finalized for 1 modifiers
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:43:07.473077-0700 | post_process | WARNING - Optimized model is not saved. To save, please provide`output_dir` as input arg.Ex. `oneshot(..., output_dir=...)`
chaiml-gspo-glm47-chai-10558-v1-uploader: Saving to /dev/shm/model_output...
chaiml-gspo-glm47-chai-10558-v1-uploader: 2026-03-18T10:43:07.500257-0700 | get_model_compressor | INFO - skip_sparsity_compression_stats set to True. Skipping sparsity compression statistic calculations. No sparsity compressor will be applied.
2026-03-18T17:43:51.741375+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v4
2026-03-18T17:43:56.955672+00:00 monitor updated for chaiml-gspo-glm47-chai-_10558_v1
2026-03-18T17:44:51.923284+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v4
2026-03-18T17:44:57.204223+00:00 monitor updated for chaiml-gspo-glm47-chai-_10558_v1
2026-03-18T17:45:52.102334+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v4
2026-03-18T17:45:57.446140+00:00 monitor updated for chaiml-gspo-glm47-chai-_10558_v1
chaiml-gspo-glm47-chai-_10558_v1 status is now deployed due to DeploymentManager action
chaiml-gspo-glm47-chai-_10558_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-gspo-glm47-chai-_10558_v1 status is now torndown due to DeploymentManager action