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README.md

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+---
+language:
+- en
+license: apache-2.0
+tags:
+- mlx
+datasets:
+- allenai/dolma
+---
+
+# mlx-community/OLMo-1B-hf-4bit-mlx
+This model was converted to MLX format from [`allenai/OLMo-1B`]().
+Refer to the [original model card](https://huggingface.co/allenai/OLMo-1B) 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/OLMo-1B-hf-4bit-mlx")
+response = generate(model, tokenizer, prompt="hello", verbose=True)
+```

config.json

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+{
+    "return_dict": true,
+    "output_hidden_states": false,
+    "output_attentions": false,
+    "torchscript": false,
+    "torch_dtype": null,
+    "use_bfloat16": false,
+    "tf_legacy_loss": false,
+    "pruned_heads": {},
+    "tie_word_embeddings": true,
+    "chunk_size_feed_forward": 0,
+    "is_encoder_decoder": false,
+    "is_decoder": false,
+    "cross_attention_hidden_size": null,
+    "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": [
+        "OlmoModelForCausalLM"
+    ],
+    "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": null,
+    "pad_token_id": 1,
+    "eos_token_id": 50279,
+    "sep_token_id": null,
+    "decoder_start_token_id": null,
+    "task_specific_params": null,
+    "problem_type": null,
+    "_name_or_path": "models/allenai/OLMo-1B",
+    "transformers_version": "4.37.2",
+    "d_model": 2048,
+    "n_heads": 16,
+    "n_layers": 16,
+    "mlp_ratio": 8,
+    "mlp_hidden_size": null,
+    "activation_type": "swiglu",
+    "block_type": "sequential",
+    "block_group_size": 1,
+    "alibi": false,
+    "alibi_bias_max": 8.0,
+    "rope": true,
+    "rope_full_precision": true,
+    "flash_attention": false,
+    "attention_dropout": 0.0,
+    "multi_query_attention": false,
+    "attention_layer_norm": false,
+    "residual_dropout": 0.0,
+    "embedding_dropout": 0.0,
+    "layer_norm_type": "default",
+    "layer_norm_with_affine": false,
+    "attention_layer_norm_with_affine": false,
+    "max_sequence_length": 2048,
+    "include_bias": false,
+    "bias_for_layer_norm": false,
+    "scale_logits": false,
+    "vocab_size": 50280,
+    "embedding_size": 50304,
+    "weight_tying": true,
+    "init_device": "meta",
+    "init_fn": "mitchell",
+    "init_std": 0.02,
+    "init_cutoff_factor": null,
+    "precision": "amp_bf16",
+    "model_type": "olmo",
+    "auto_map": {
+        "AutoConfig": "configuration_olmo.OLMoConfig",
+        "AutoModelForCausalLM": "modeling_olmo.OLMoForCausalLM",
+        "AutoTokenizer": [
+            "tokenization_olmo_fast.OLMoTokenizerFast",
+            "tokenization_olmo_fast.OLMoTokenizerFast"
+        ]
+    },
+    "use_cache": true,
+    "quantization": {
+        "group_size": 64,
+        "bits": 4
+    }
+}

configuration_olmo.py

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+from hf_olmo import OLMoConfig

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modeling_olmo.py

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+from hf_olmo import OLMoForCausalLM

special_tokens_map.json

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+{
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|padding|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenization_olmo_fast.py

@@ -0,0 +1 @@
+from hf_olmo.tokenization_olmo_fast import OLMoTokenizerFast

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "|||IP_ADDRESS|||",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "1": {
+      "content": "<|padding|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50254": {
+      "content": "                        ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50255": {
+      "content": "                       ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50256": {
+      "content": "                      ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50257": {
+      "content": "                     ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50258": {
+      "content": "                    ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
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