mos-mamba-6x130m-trainer

README.md

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+---
+base_model: jonathanjordan21/mos-mamba-6x130m-train
+tags:
+- generated_from_trainer
+model-index:
+- name: mixba
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# mixba
+
+This model is a fine-tuned version of [jonathanjordan21/mos-mamba-6x130m-train](https://huggingface.co/jonathanjordan21/mos-mamba-6x130m-train) on the None dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 3e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- num_epochs: 6
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "jonathanjordan21/mos-mamba-6x130m-train",
+  "architectures": [
+    "MoSMambaForCausalLM"
+  ],
+  "auto_map": {
+    "AutoConfig": "jonathanjordan21/mos-mamba-6x130m-hf--configuration_mos_mamba.MoSMambaConfig",
+    "AutoModelForCausalLM": "jonathanjordan21/mos-mamba-6x130m-hf--modeling_mos_mamba.MoSMambaForCausalLM"
+  },
+  "bos_token_id": 0,
+  "conv_kernel": 4,
+  "d_inner": 1536,
+  "d_model": 768,
+  "eos_token_id": 0,
+  "expand": 2,
+  "fused_add_norm": true,
+  "hidden_act": "silu",
+  "hidden_size": 768,
+  "initializer_range": 0.1,
+  "intermediate_size": 1536,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "MoSMamba",
+  "n_layer": 24,
+  "num_hidden_layers": 24,
+  "num_selectivities": 6,
+  "num_selectivities_per_tok": 2,
+  "output_router_logits": true,
+  "pad_token_id": 0,
+  "pad_vocab_size_multiple": 8,
+  "rescale_prenorm_residual": false,
+  "residual_in_fp32": true,
+  "rms_norm": true,
+  "ssm_cfg": {},
+  "state_size": 16,
+  "time_step_floor": 0.0001,
+  "time_step_init_scheme": "random",
+  "time_step_max": 0.1,
+  "time_step_min": 0.001,
+  "time_step_rank": 48,
+  "time_step_scale": 1.0,
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.2",
+  "use_bias": false,
+  "use_cache": true,
+  "use_conv_bias": true,
+  "vocab_size": 50280
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "pad_token_id": 0,
+  "transformers_version": "4.41.2"
+}

model.safetensors

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runs/Jun27_04-57-57_ddf5d1ef72c6/events.out.tfevents.1719464362.ddf5d1ef72c6.34.0

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special_tokens_map.json

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+}

tokenizer_config.json

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training_args.bin

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