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README.md

@@ -1,3 +1,32 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+# phibode-3-mini-4k-ultraalpaca
+
+phibode-3-mini-4k-ultraalpaca is an SFT fine-tuned version of microsoft/Phi-3-mini-4k-instruct using a custom training dataset.
+This model was made with [Phinetune]()
+
+## Process
+- Learning Rate: 1.41e-05
+- Maximum Sequence Length: 2048
+- Dataset: recogna-nlp/ultra-alpaca-ptbr
+- Split: train
+
+## 💻 Usage
+```python
+!pip install -qU transformers
+from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
+
+model = "recogna-nlp/phibode-3-mini-4k-ultraalpaca"
+tokenizer = AutoTokenizer.from_pretrained(model)
+
+# Example prompt
+prompt = "Your example prompt here"
+
+# Generate a response
+model = AutoModelForCausalLM.from_pretrained(model)
+pipeline = pipeline("text-generation", model=model, tokenizer=tokenizer)
+outputs = pipeline(prompt, max_length=50, num_return_sequences=1)
+print(outputs[0]["generated_text"])
+```

added_tokens.json

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+  "<|system|>": 32006,
+  "<|user|>": 32010
+}

config.json

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+{
+  "_name_or_path": "microsoft/Phi-3-mini-4k-instruct",
+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "microsoft/Phi-3-mini-4k-instruct--configuration_phi3.Phi3Config",
+    "AutoModelForCausalLM": "microsoft/Phi-3-mini-4k-instruct--modeling_phi3.Phi3ForCausalLM"
+  },
+  "bos_token_id": 1,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 3072,
+  "initializer_range": 0.02,
+  "intermediate_size": 8192,
+  "max_position_embeddings": 4096,
+  "model_type": "phi3",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "original_max_position_embeddings": 4096,
+  "pad_token_id": 32000,
+  "resid_pdrop": 0.0,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "sliding_window": 2047,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.1",
+  "use_cache": true,
+  "vocab_size": 32064
+}

generation_config.json

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+{
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+  "bos_token_id": 1,
+  "eos_token_id": [
+    32000,
+    32001,
+    32007
+  ],
+  "pad_token_id": 32000,
+  "transformers_version": "4.40.1"
+}

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special_tokens_map.json

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+{
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+}

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

tokenizer_config.json

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+}