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README.md

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+---
+library_name: trl
+license: apache-2.0
+datasets:
+- argilla/dpo-mix-7k
+language:
+- en
+tags:
+- distilabel
+- dpo
+- rlaif
+- rlhf
+---
+
+# CapybaraHermes-2.5-Mistral-7B
+<div>
+    <img src="https://cdn-uploads.huggingface.co/production/uploads/60420dccc15e823a685f2b03/Vmr0FtTvnny6Snm-UDM_n.png">
+</div>
+
+<p align="center">
+  <a href="https://github.com/argilla-io/distilabel">
+    <img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
+  </a>
+</p>
+
+
+This model is the launching partner of the [capybara-dpo dataset](https://huggingface.co/datasets/argilla/distilabel-capybara-dpo-9k-binarized) build with ⚗️ distilabel. It's a preference tuned [OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B). 
+
+CapybaraHermes has been preference tuned with LoRA and TRL for 3 epochs using argilla's [dpo mix 7k](https://huggingface.co/datasets/argilla/dpo-mix-7k). 
+
+To test the impact on multi-turn performance we have used MTBench. We also include the Nous Benchmark results and Mistral-7B-Instruct-v0.2 for reference as it's a strong 7B model on MTBench:
+
+| Model                             | AGIEval | GPT4All | TruthfulQA | Bigbench | MTBench First Turn | MTBench Second Turn | Nous avg. | MTBench avg. |
+|-----------------------------------|---------|---------|------------|----------|------------|-------------|-----------|--------------|
+| argilla/CapybaraHermes-2.5-Mistral-7B     | **43.8**    | **73.35**   | 57.07      | **42.44**    | 8.24375    | **7.5625**      | 54.16     | **7.903125** |
+| teknium/OpenHermes-2.5-Mistral-7B | 42.75   | 72.99   | 52.99      | 40.94    | **8.25**       | 7.2875      | 52.42     | 7.76875      |
+| Mistral-7B-Instruct-v0.2          | 38.5    | 71.64   | **66.82**  | 42.29    | 7.8375     | 7.1         | **54.81** | 7.46875      |
+
+The most interesting aspect in the context of the capybara-dpo dataset is the increased performance in MTBench Second Turn scores.
+
+For the merge lovers, we also preference tuned Beagle14-7B with a mix of capybara-dpo and distilabel orca pairs using the same recipe as NeuralBeagle (see [ YALL - Yet Another LLM Leaderboard](https://huggingface.co/spaces/mlabonne/Yet_Another_LLM_Leaderboard) for reference):
+
+|                                                               Model                                                                |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|------------------------------------------------------------------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[DistilabelBeagle14-7B](https://huggingface.co/dvilasuero/DistilabelBeagle14-7B)|  45.29|  76.92|     71.66|   48.78|  60.66|
+
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** Argilla
+- **Shared by [optional]:** Argilla
+- **Model type:** 7B chat model
+- **Language(s) (NLP):** English
+- **License:** Same as OpenHermes
+- **Finetuned from model [optional]:** [OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)
+

added_tokens.json

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+{
+  "<|im_end|>": 32000,
+  "<|im_start|>": 32001
+}

config.json

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+{
+  "_name_or_path": "teknium/OpenHermes-2.5-Mistral-7B",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.37.2",
+  "use_cache": false,
+  "vocab_size": 32002
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "transformers_version": "4.37.2"
+}

huggingface-metadata.txt

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+url: https://huggingface.co/argilla/CapybaraHermes-2.5-Mistral-7B
+branch: main
+download date: 2024-02-01 00:42:52
+sha256sum:
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+    dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055 tokenizer.model

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