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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ Snow_Lotus_Logo.png filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - Roleplay
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+ - Solar
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+ - Mistral
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+ - Text Generation
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+ ---
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+ ![SnowLotus Logo](https://cdn-uploads.huggingface.co/production/uploads/64bb1109aaccfd28b023bcec/gTQtPK46laLIFg0RTAv73.png)
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+
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+ ### Premise
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+
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+ So this is a basic slerp merge between a smart model and a good prose model. Prose and smarts. What we all want in an uncensored RP model right? I feel like Solar has untapped potential, in any case.
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+
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+ Sao10K's Frostwind finetune is a key component of the mixture, its smarts are impressive. NyxKrage's Frostmaid experiment, which merges Frostwind with a frankenmerge of Noromaid and a mystery medical model, delivers quite impressive prose. His model creatively incorporates long-range context and instructions too, despite being slightly incoherent due to the fraken merging.
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+
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+ So those are the main ingredients. Thanks to Nyx for sorting out the pytorch files btw.
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+
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+ ### Recipe
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+
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+ So, the recipe. I basically just gradient SLERP'd Frostwind into Frostmaid with these params:
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+
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+ - filter: self_attn
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+ value: [0.9, 0.6, 0.3, 0, 0]
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+ - filter: mlp
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+ value: [0.3, 0.6]
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+ - value: 0.5 # fallback for rest of tensors
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+
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+
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+ ### Tentative Dozen or So Test Conclusion
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+
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+ This made a model that was actually pretty much everything I was looking for - NEARLY as smart as Frostwind but with MOST of Frostmaids punchy prose. I tried doing TIES merges and DARE ties merges, but they actually came out worse, because both models have major weaknesses - one is very dry and gpt-ish, the other is a little loose with what's going on. The ties merges tended to bring out those qualities, dare even worse. So I stuck with this. It's not AS smart as Frostwind, so you maybe have to regen a little, but it's pretty smart, and quite creative. A sweet spot hopefully. Maybe someone merge wiser than I can do more with this recipe, but I'm very pleased with it, it did what I was hoping for - a smaller model I can mobile dgpu and produces pretty outsized quality responses (it's fairly zealous tho, be warned). I've only played with it a TINY bit, so there may be qualities or flaws I've missed.
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+
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+ Cheers to all the finetuners, mergers and developers without which open source models wouldn't be half of what they are.
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+
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+ Resources used:
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+
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+ https://huggingface.co/NyxKrage/FrostMaid-10.7B-TESTING-pt
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+
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+ https://huggingface.co/Sao10K/Frostwind-10.7B-v1
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+
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+ https://github.com/cg123/mergekit/tree/main
Snow_Lotus_Logo.png ADDED

Git LFS Details

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  • Size of remote file: 5.33 MB
config.json ADDED
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+ {
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+ "_name_or_path": "./FrostNymph",
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 4096,
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+ "model_type": "llama",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 48,
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+ "num_key_value_heads": 8,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 10000.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.36.2",
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+ "use_cache": false,
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+ "vocab_size": 32000
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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: ./FrostNymph
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+ merge_method: passthrough
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+ parameters:
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+ normalize: true
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+ int8_mask: true
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+ dtype: float16
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