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Model: inflatebot/L3-8B-Helium3 Source: Original Platform
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README.md
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---
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base_model:
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- inflatebot/helide-beta-r3
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- inflatebot/helide-beta-r1
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- inflatebot/helide-beta-r4
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- inflatebot/helide-beta-r0
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library_name: transformers
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tags:
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- mergekit
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- merge
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- not-for-all-audiences
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---
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# L3-8B-Helium3
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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`Helium-3 (He-3) is a stable isotope of helium with two protons and one neutron. Outside of ordinary hydrogen, He-3 is the only stable isotope of any element with more protons than neutrons. It's potentially useful as fuel for nuclear fusion power.`
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_Quants available from [mradermacher](https://huggingface.co/mradermacher/L3-8B-Helium3-GGUF)_
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## Merge Details
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There was a problem with the Helide beta. 3 models resulted, each of which had different strengths. But they came about as a result of balancing two models.
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There wasn't going to be a way to get the best of all three worlds just by tweaking a SLERP ratio. The math wasn't quite mathing.
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But there were three of them.
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The name was serendipity.
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The layup was obscene.
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But I *live* for the bit.
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Helium-3 is a RP and storywriting hybrid, ultimately based on Sao10K's [Stheno](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2) and Fizzarolli's [Rosier](https://huggingface.co/Fizzarolli/L3-8b-Rosier-v1), and the culmination of the Helide project.
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Combining Rosier's prose and knowledge of niche fetish with Stheno's steerability and crackling personality, Helium-3 brings the advancements of modern AI models to the Freaks™.
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They'll chew you up and spit you out just as readily as they'll shower you with affection.
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I'm genuinely proud of this one. This is the model I wish existed.
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Thank you to [Fizzarolli](https://huggingface.co/Fizzarolli) for consulting and providing technical assistance which accelerated the second leg of this project from several weeks into a single night, and for making the Rosier model that made this possible. On several levels, He-3 wouldn't have been possible without her.
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### Merge Method
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This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [inflatebot/helide-beta-r1](https://huggingface.co/inflatebot/helide-beta-r1) as a base.
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### Models Merged
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The following models were included in the merge:
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* [inflatebot/helide-beta-r3](https://huggingface.co/inflatebot/helide-beta-r3)
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* [inflatebot/helide-beta-r4](https://huggingface.co/inflatebot/helide-beta-r4)
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* [inflatebot/helide-beta-r0](https://huggingface.co/inflatebot/helide-beta-r0)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: inflatebot/helide-beta-r4
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- model: inflatebot/helide-beta-r0
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- model: inflatebot/helide-beta-r3
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merge_method: model_stock
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base_model: inflatebot/helide-beta-r1
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dtype: bfloat16
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```
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config.json
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{
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"_name_or_path": "inflatebot/helide-beta-r1",
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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": 128000,
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"eos_token_id": 128009,
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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": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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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": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.43.3",
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"use_cache": true,
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"vocab_size": 128256
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}
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configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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mergekit_config.yml
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models:
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- model: inflatebot/helide-beta-r4
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- model: inflatebot/helide-beta-r0
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- model: inflatebot/helide-beta-r3
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merge_method: model_stock
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base_model: inflatebot/helide-beta-r1
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dtype: bfloat16
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{
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