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README.md CHANGED
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  ---
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  license: apache-2.0
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: apache-2.0
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+ language:
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+ - en
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+ pipeline_tag: text-generation
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+ tags:
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+ - code
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+ - code-generation
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+ - parrot-coder
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+ - inserloft
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  ---
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+
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+ # Parrot Coder 🦜 (Safetensors)
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+
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+ **Parrot Coder** is a highly efficient, 200M parameter language model optimized for rapid code autocompletion and code generation tasks. Developed by Inserloft Research.
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+
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+ This repository contains the **merged base model + LoRA adapters** in `.safetensors` format, ready for direct inference using `transformers`.
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+
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+ ## Usage
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+
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ model_id = "InserloftResearch/Parrot-Coder"
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+ tokenizer = AutoTokenizer.from_pretrained(model_id)
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+ model = AutoModelForCausalLM.from_pretrained(model_id)
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+
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+ prompt = "def fibonacci(n):"
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=50)
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+ print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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+ ```
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+
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+ For GGUF versions, visit our [Ollama Registry](https://ollama.com/Inserloft/ParrotCode).
config.json ADDED
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+ {
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+ "activation_function": "gelu_new",
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+ "add_cross_attention": false,
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+ "architectures": [
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+ "GPT2LMHeadModel"
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+ ],
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+ "attn_pdrop": 0.1,
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+ "bos_token_id": 50256,
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+ "created_by": "Inserloft Research",
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+ "description": "Modelo de 200M de par\u00e1metros enfocado en autocompletado r\u00e1pido de c\u00f3digo.",
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+ "dtype": "float16",
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+ "embd_pdrop": 0.1,
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+ "eos_token_id": 50256,
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+ "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-05,
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+ "model_name": "Parrot Coder",
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+ "model_type": "gpt2",
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+ "n_embd": 1024,
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+ "n_head": 16,
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+ "n_inner": null,
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+ "n_layer": 16,
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+ "n_positions": 2048,
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+ "pad_token_id": null,
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+ "reorder_and_upcast_attn": false,
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+ "resid_pdrop": 0.1,
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+ "scale_attn_by_inverse_layer_idx": false,
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+ "scale_attn_weights": true,
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+ "summary_activation": null,
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+ "summary_first_dropout": 0.1,
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+ "summary_proj_to_labels": true,
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+ "summary_type": "cls_index",
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+ "summary_use_proj": true,
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+ "tags": [
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+ "code-generation",
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+ "autocompletion",
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+ "inserloft"
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+ ],
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+ "tie_word_embeddings": true,
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+ "transformers_version": "5.16.1",
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+ "use_cache": false,
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+ "vocab_size": 50257,
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+ "web": "Research.Inserloft.com",
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+ "n_ctx": 2048
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 50256,
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+ "eos_token_id": 50256,
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+ "output_attentions": false,
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+ "output_hidden_states": false,
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+ "transformers_version": "5.16.1",
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+ "use_cache": true
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:a62310d6cfbb0ed3a6ef2545f117365800ebc89bb5b0e7adb438f40ea8a5054c
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+ size 510223992
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "add_prefix_space": false,
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+ "backend": "tokenizers",
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+ "bos_token": "<|endoftext|>",
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+ "eos_token": "<|endoftext|>",
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+ "errors": "replace",
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+ "is_local": true,
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+ "local_files_only": false,
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+ "max_length": 512,
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+ "model_max_length": 1024,
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+ "pad_to_multiple_of": null,
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+ "pad_token": "<|endoftext|>",
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+ "pad_token_type_id": 0,
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+ "padding_side": "right",
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+ "stride": 0,
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+ "tokenizer_class": "GPT2Tokenizer",
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+ "truncation_side": "right",
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+ "truncation_strategy": "longest_first",
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+ "unk_token": "<|endoftext|>"
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+ }