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README.md

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+---
+library_name: transformers
+tags:
+- not-for-all-audiences
+- axolotl
+- qlora
+language:
+- en
+license: other
+---
+
+<div align="center">
+  <b style="font-size: 36px;">MiS-Firefly-v0.2-22B</b>
+
+  <img src="https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B/resolve/main/header.png" style="width:60%">
+
+<b>HF</b> :
+<a href="https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B">FP16</a>
+&vert;
+<b>GGUF</b> :
+<a href="https://huggingface.co/mradermacher/MiS-Firefly-v0.2-22B-i1-GGUF">imatrix</a> &middot;
+<a href="https://huggingface.co/mradermacher/MiS-Firefly-v0.2-22B-GGUF">static</a> &middot;
+<a href="https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B-Q6_K-GGUF">Q6_K</a> &middot;
+<a href="https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B-Q4_K_M-GGUF">Q4_K_M</a>
+<br />
+<i>Thanks to <a href="https://huggingface.co/SicariusSicariiStuff/">SicariusSicariiStuff</a> for the help with training &amp; 
+<a href="https://huggingface.co/mradermacher/">mradermacher</a> for the imatrix &amp; static GGUFs.</i>
+<br />
+</div>
+
+# Model Details
+
+**This is a fix for the quantization issue in Firefly v0.1.**
+
+Firefly is a Mistral Small 22B finetune designed for creative writing and roleplay. The model is largely uncensored and should support
+context up to 32,768 tokens.
+
+The model has been tested in various roleplay scenarios up to 16k context, as well as in a role as an assistant. It shows a broad
+competency &amp; coherence across various scenarios.
+
+Special thanks to <a href="https://huggingface.co/SicariusSicariiStuff">SicariusSicariiStuff</a> for bouncing ideas back &amp; forth on
+training, and <a href="https://huggingface.co/SytanSD">SytanSD</a> for quants.
+
+# Feedback
+
+I appreciate all feedback on any of my models, you can use:
+
+* [My Discord server](https://discord.gg/AJwZuu7Ncx) - requires Discord.
+* [The Community tab](https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B/discussions) - requires HF login.
+* Discord DMs to **invisietch**.
+
+Your feedback is how I improve these models for future versions.
+
+# Disclaimer
+
+This model is extensively uncensored. It can generate explicit, disturbing or offensive responses. Use responsibly. I am not responsible for 
+your use of this model.
+
+This model is a finetune of Mistral Small 22B (2409) and usage must follow the terms of Mistral's license. By downloading this model, you
+agree not to use it for commercial purposes unless you have a valid Mistral commercial license. See [the base model card](https://huggingface.co/mistralai/Mistral-Small-Instruct-2409)
+for more details.
+
+# Prompting Format
+
+I'd recommend Mistral v2v3 prompting format:
+
+```
+<s>[INST] User message here.[/INST] Bot response here</s>[INST] User message 2 here.
+```
+
+# Sampler Settings
+
+I'm running the following sampler settings but this is an RC and they may not be optimal.
+
+- **Temperature:** 1
+- **Min-P:** 0.1
+- **Rep Pen:** 1.08
+- **Rep Pen Range:** 1536
+- **XTC:** 0.1/0.15
+
+If you get completely incoherent responses, feel free to use these as a starting point.
+
+**High temperature settings (above 1) tend to create less coherent responses**.
+
+# Training Strategy
+
+I started with a finetune of Mistral Small 22B which had been trained on the Gutenberg dataset: [nbeerbower/Mistral-Small-Gutenberg-Doppel-22B](https://huggingface.co/nbeerbower/Mistral-Small-Gutenberg-Doppel-22B).
+
+The first stage of my training was a single epoch at low LR over a 474 million token text completion dataset.
+
+I followed this up with a coherence, decensorship & roleplay finetune over a 172 million token instruct dataset over two epochs.
+
+I did a slerp merge of epoch 1 into epoch 2 at a light weight which resolved the name-spelling issues on quantized versions of Firefly v0.1.
+
+Total training time was about 32hrs on 4x Nvidia A100 80GB.
+
+<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>

config.json

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+{
+    "_name_or_path": "invisietch/MiS-Firefly-v0.2-22B",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 6144,
+    "initializer_range": 0.02,
+    "intermediate_size": 16384,
+    "max_position_embeddings": 32768,
+    "model_type": "mistral",
+    "num_attention_heads": 48,
+    "num_hidden_layers": 56,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.44.2",
+    "use_cache": false,
+    "vocab_size": 32768,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.2.3",
+        "bits": 4.0,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

huggingface-metadata.txt

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+url: https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B
+branch: main
+download date: 2024-11-08 18:40:58
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