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Model: AM8-3568/Kappy-model
Source: Original Platform

.gitattributes

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README.md

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+---
+language:
+- en
+
+library_name: transformers
+
+pipeline_tag: text-generation
+
+license: mit
+---
+
+# KΛPPY
+
+KΛPPY is a lightweight conversational language model built on the TinyLlama architecture and fine-tuned using the Alpaca instruction dataset.
+
+The model is designed for lightweight chatbot experimentation, local inference, and educational purposes.
+
+---
+
+# Project Repository
+
+The full KΛPPY chatbot project, inference pipeline, and application source code are available on GitHub:
+
+https://github.com/AM8-3568/Kappy
+
+---
+
+# Features
+
+- TinyLlama-based conversational model
+- Fine-tuned on Alpaca instruction data
+- Lightweight and efficient
+- Compatible with Hugging Face Transformers
+- Supports both CPU and GPU inference
+- Suitable for local offline chatbot usage
+
+---
+
+# Usage
+
+```python
+from transformers import (
+    AutoTokenizer,
+    AutoModelForCausalLM
+)
+
+model_name = "AM8-3568/Kappy-model"
+
+tokenizer = AutoTokenizer.from_pretrained(
+    model_name
+)
+
+model = AutoModelForCausalLM.from_pretrained(
+    model_name
+)
+
+prompt = "What is artificial intelligence?"
+
+inputs = tokenizer(
+    prompt,
+    return_tensors="pt"
+)
+
+outputs = model.generate(
+    **inputs,
+    max_new_tokens=100
+)
+
+response = tokenizer.decode(
+    outputs[0],
+    skip_special_tokens=True
+)
+
+print(response)
+```
+
+---
+
+# Model Files
+
+This repository contains:
+
+- `model.safetensors`
+- `config.json`
+- `generation_config.json`
+- `tokenizer.json`
+- `tokenizer_config.json`
+- `chat_template.jinja`
+
+---
+
+# Limitations
+
+As a compact language model, KΛPPY may occasionally:
+
+- Struggle with complex reasoning tasks
+- Generate repetitive responses
+- Produce hallucinated or inaccurate information
+- Lose consistency during long conversations
+- Perform below larger language models on advanced tasks
+
+These limitations are expected for smaller language models and can be improved through additional fine-tuning, larger datasets, and more advanced architectures.
+
+---
+
+# Intended Use
+
+KΛPPY is intended for:
+
+- Educational projects
+- Local chatbot experimentation
+- Lightweight conversational AI research
+- Learning Transformer inference pipelines
+
+This model is not intended for production-critical or high-risk applications.
+
+---
+
+# Base Model
+
+- TinyLlama
+
+# Dataset
+
+- Alpaca Instruction Dataset

chat_template.jinja

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+{% for message in messages %}
+{% if message['role'] == 'user' %}
+{{ '<|user|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'system' %}
+{{ '<|system|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'assistant' %}
+{{ '<|assistant|>
+'  + message['content'] + eos_token }}
+{% endif %}
+{% if loop.last and add_generation_prompt %}
+{{ '<|assistant|>' }}
+{% endif %}
+{% endfor %}

config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "dtype": "float16",
+  "eos_token_id": 2,
+  "head_dim": 64,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "max_position_embeddings": 2048,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 22,
+  "num_key_value_heads": 4,
+  "pad_token_id": null,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_parameters": {
+    "rope_theta": 10000.0,
+    "rope_type": "default"
+  },
+  "tie_word_embeddings": false,
+  "transformers_version": "5.0.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "max_length": 2048,
+  "pad_token_id": 0,
+  "transformers_version": "5.0.0"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a29b7f1ef8c2601a28a5ac8d689418410728c5960a55191fa16cadf3751f3145
+size 2200119664

tokenizer_config.json

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+{
+  "backend": "tokenizers",
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "is_local": true,
+  "legacy": false,
+  "max_length": 128,
+  "model_max_length": 2048,
+  "pad_to_multiple_of": null,
+  "pad_token": "</s>",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "stride": 0,
+  "tokenizer_class": "TokenizersBackend",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}