Update README.md

README.md

@@ -7,4 +7,87 @@ base_model:
 pipeline_tag: question-answering
 tags:
 - art
----
+---
+# tinygoop-1
+
+## Model Description
+
+A fine-tuned version of TinyLlama-1.1B-Chat with room temp iq -> quantized to 4 bits and trained on copypastas
+
+## Intended Use
+
+- **Primary Use:** Not much, it barely can hold a conversation
+- **Secondary Uses:** brainrot generation, funny responses
+- **Out-of-scope:** Professional/business applications, factual question answering, safety-critical applications
+
+---
+
+## Training Data
+
+**Sources:**
+- 334,165 copypastas
+- The script from the television show "House"
+
+### Hardware used in training
+
+- **GPU:** NVIDIA GeForce RTX 4090
+- **CUDA:** 12.1
+- **Framework:** PyTorch 2.5.1+cu121
+- **Transformers:** Latest
+- **PEFT:** Latest
+- **BitsAndBytes:** 4-bit quantization
+
+---
+
+### Basic Usage
+
+```python
+import torch
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_id = "S-teven/tinygoop-1"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype=torch.float16,
+    device_map="auto"
+)
+
+prompt = "hey"
+inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
+
+outputs = model.generate(
+    **inputs,
+    max_new_tokens=256,
+    do_sample=True,
+    temperature=1.2,
+    top_p=0.95,
+    repetition_penalty=1.05
+)
+
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```
+
+### Hardware Requirements
+
+| Precision | VRAM Required | Hardware |
+|-----------|---------------|----------|
+| 4-bit Quantized | ~800MB | Any modern GPU |
+| CPU (FP32) | ~4GB RAM | Modern CPU (slow) |
+
+---
+
+## Limitations & Biases
+
+**Content Warning:** This model was trained on copypasta data and may generate:
+- Offensive or inappropriate content
+- Nonsensical or chaotic responses
+- Biases present in online communities
+
+**Not suitable for:**
+- Most things
+- Professional or business use
+- Educational applications
+- Factual information retrieval
+- Content requiring safety guarantees