Update README.md

README.md

@@ -8,15 +8,14 @@ base_model:
 - cognitivecomputations/dolphin-2.9-llama3-8b
 - NeuralNovel/Llama-3-NeuralPaca-8b
 datasets:
-  - IlyaGusev/ru_turbo_saiga
-  - IlyaGusev/ru_sharegpt_cleaned
-  - IlyaGusev/oasst1_ru_main_branch
-  - IlyaGusev/gpt_roleplay_realm
-  - lksy/ru_instruct_gpt4
-  - mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha
-  - tatsu-lab/alpaca
-  - vicgalle/configurable-system-prompt-multitask
-  
+- mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha
+- tatsu-lab/alpaca
+- vicgalle/configurable-system-prompt-multitask
+- IlyaGusev/ru_turbo_saiga
+- IlyaGusev/ru_sharegpt_cleaned
+- IlyaGusev/oasst1_ru_main_branch
+- IlyaGusev/gpt_roleplay_realm
+- lksy/ru_instruct_gpt4
 library_name: transformers
 tags:
 - llama
@@ -27,43 +26,90 @@ tags:
 language:
 - en
 - ru
+pipeline_tag: text-generation
 ---
-# merge
 
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+# Llama3 from 8B to 12B
 
-## Merge Details
-### Merge Method
 
-This model was merged using the passthrough merge method.
+We created a model from other cool models to combine everything into one cool model.
 
-### Models Merged
 
-The following models were included in the merge:
-* [ehristoforu/0001lp](https://huggingface.co/ehristoforu/0001lp)
-* [vicgalle/Configurable-Llama-3-8B-v0.2](https://huggingface.co/vicgalle/Configurable-Llama-3-8B-v0.2)
-* [cognitivecomputations/dolphin-2.9-llama3-8b](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b)
-* [NeuralNovel/Llama-3-NeuralPaca-8b](https://huggingface.co/NeuralNovel/Llama-3-NeuralPaca-8b)
+## Model Details
 
-### Configuration
+### Model Description
 
-The following YAML configuration was used to produce this model:
+- **Developed by:** [@ehristoforu](https://huggingface.co/ehristoforu)
+- **Model type:** Text Generation (conversational
+- **Language(s) (NLP):** English, Russian
+- **Finetuned from model [optional]:** [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
 
-```yaml
-slices:
-  - sources:
-    - model: ehristoforu/0001lp
-      layer_range: [0, 32]
-  - sources:
-    - model: NeuralNovel/Llama-3-NeuralPaca-8b
-      layer_range: [24, 32]
-  - sources:
-    - model: cognitivecomputations/dolphin-2.9-llama3-8b
-      layer_range: [26, 32]
-  - sources:
-    - model: vicgalle/Configurable-Llama-3-8B-v0.2
-      layer_range: [28, 32]
-merge_method: passthrough
-dtype: bfloat16
 
-```
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+```py
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+model_id = "ehristoforu/llama-3-12b-instruct"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype=torch.bfloat16,
+    device_map="auto",
+)
+
+messages = [
+    {"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"},
+    {"role": "user", "content": "Who are you?"},
+]
+
+input_ids = tokenizer.apply_chat_template(
+    messages,
+    add_generation_prompt=True,
+    return_tensors="pt"
+).to(model.device)
+
+terminators = [
+    tokenizer.eos_token_id,
+    tokenizer.convert_tokens_to_ids("<|eot_id|>")
+]
+
+outputs = model.generate(
+    input_ids,
+    max_new_tokens=256,
+    eos_token_id=terminators,
+    do_sample=True,
+    temperature=0.6,
+    top_p=0.9,
+)
+response = outputs[0][input_ids.shape[-1]:]
+print(tokenizer.decode(response, skip_special_tokens=True))
+```
+
+
+## About merge
+
+Base model: Meta-Llama-3-8B-Instruct
+
+Merge models:
+- Muhammad2003/Llama3-8B-OpenHermes-DPO
+- IlyaGusev/saiga_llama3_8b
+- NousResearch/Meta-Llama-3-8B-Instruct
+- abacusai/Llama-3-Smaug-8B
+- vicgalle/Configurable-Llama-3-8B-v0.2
+- cognitivecomputations/dolphin-2.9-llama3-8b
+- NeuralNovel/Llama-3-NeuralPaca-8b
+
+Merge datasets:
+- mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha
+- tatsu-lab/alpaca
+- vicgalle/configurable-system-prompt-multitask
+- IlyaGusev/ru_turbo_saiga
+- IlyaGusev/ru_sharegpt_cleaned
+- IlyaGusev/oasst1_ru_main_branch
+- IlyaGusev/gpt_roleplay_realm
+- lksy/ru_instruct_gpt4