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README.md

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+---
+license: cc-by-sa-4.0
+library_name: transformers
+tags:
+- mlx
+pipeline_tag: text-generation
+---
+
+# mlx-community/defog-sqlcoder-7b-2
+This model was converted to MLX format from [`defog/sqlcoder-7b-2`]().
+Refer to the [original model card](https://huggingface.co/defog/sqlcoder-7b-2) for more details on the model.
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/defog-sqlcoder-7b-2")
+response = generate(model, tokenizer, prompt="hello", verbose=True)
+```

config.json

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+{
+    "vocab_size": 32016,
+    "max_position_embeddings": 16384,
+    "hidden_size": 4096,
+    "intermediate_size": 11008,
+    "num_hidden_layers": 32,
+    "num_attention_heads": 32,
+    "num_key_value_heads": 32,
+    "hidden_act": "silu",
+    "initializer_range": 0.02,
+    "rms_norm_eps": 1e-05,
+    "pretraining_tp": 1,
+    "use_cache": true,
+    "rope_theta": 1000000,
+    "rope_scaling": null,
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "return_dict": true,
+    "output_hidden_states": false,
+    "output_attentions": false,
+    "torchscript": false,
+    "torch_dtype": "bfloat16",
+    "use_bfloat16": false,
+    "tf_legacy_loss": false,
+    "pruned_heads": {},
+    "tie_word_embeddings": false,
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+    "is_encoder_decoder": false,
+    "is_decoder": false,
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+    "add_cross_attention": false,
+    "tie_encoder_decoder": false,
+    "max_length": 20,
+    "min_length": 0,
+    "do_sample": false,
+    "early_stopping": false,
+    "num_beams": 1,
+    "num_beam_groups": 1,
+    "diversity_penalty": 0.0,
+    "temperature": 1.0,
+    "top_k": 50,
+    "top_p": 1.0,
+    "typical_p": 1.0,
+    "repetition_penalty": 1.0,
+    "length_penalty": 1.0,
+    "no_repeat_ngram_size": 0,
+    "encoder_no_repeat_ngram_size": 0,
+    "bad_words_ids": null,
+    "num_return_sequences": 1,
+    "output_scores": false,
+    "return_dict_in_generate": false,
+    "forced_bos_token_id": null,
+    "forced_eos_token_id": null,
+    "remove_invalid_values": false,
+    "exponential_decay_length_penalty": null,
+    "suppress_tokens": null,
+    "begin_suppress_tokens": null,
+    "architectures": [
+        "LlamaForCausalLM"
+    ],
+    "finetuning_task": null,
+    "id2label": {
+        "0": "LABEL_0",
+        "1": "LABEL_1"
+    },
+    "label2id": {
+        "LABEL_0": 0,
+        "LABEL_1": 1
+    },
+    "tokenizer_class": null,
+    "prefix": null,
+    "bos_token_id": 1,
+    "pad_token_id": null,
+    "eos_token_id": 2,
+    "sep_token_id": null,
+    "decoder_start_token_id": null,
+    "task_specific_params": null,
+    "problem_type": null,
+    "_name_or_path": "/Users/gmcjy/.cache/huggingface/hub/models--defog--sqlcoder-7b-2/snapshots/09f5dfc1d1338bd44824d6d0a7a69682f9b4c977",
+    "transformers_version": "4.37.2",
+    "model_type": "llama"
+}

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special_tokens_map.json

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+{
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+    "▁<EOT>",
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+    "▁<EOT>"
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+}

tokenizer_config.json

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+      "content": "▁<EOT>",
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+    "▁<EOT>",
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+    "▁<EOT>"
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+  "clean_up_tokenization_spaces": false,
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+  "eot_token": "▁<EOT>",
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+  "tokenizer_class": "CodeLlamaTokenizer",
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+  "use_default_system_prompt": false
+}