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--- |
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base_model: [] |
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tags: |
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- mergekit |
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- Etheria |
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license: apache-2.0 |
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--- |
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# Steelskull/Etheria-55b-v0.1 |
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/RAhrbktyyVQxOR1np-9L2.png) |
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## Merge Details |
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An attempt to make a functional goliath style merge to create a [Etheria] 55b-200k with two yi-34b-200k models. |
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due to the merge it 'theoretically' should have a context of 200k but I recommend starting at 32k and moveing up, |
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as it is unknown (at this time) what the merge has done to the context length. |
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This is a merge of both VerA and VerB of Etheria-55b (There numbers were surprisingly good), I then created a sacrificial 55B out of the most performant yi-34b-200k Model |
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and performed a Dare_ties merge and equalize the model into its current state. |
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### recommended settings and Prompt Format: |
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Ive tested it up to 32k context using exl2 using these settings: |
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``` |
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"temp": 0.7, |
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"temperature_last": true, |
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"top_p": 1, |
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"top_k": 0, |
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"top_a": 0, |
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"tfs": 1, |
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"epsilon_cutoff": 0, |
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"eta_cutoff": 0, |
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"typical_p": 1, |
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"min_p": 0.1, |
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"rep_pen": 1.1, |
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"rep_pen_range": 8192, |
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"no_repeat_ngram_size": 0, |
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"penalty_alpha": 0, |
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"num_beams": 1, |
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"length_penalty": 1, |
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"min_length": 0, |
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"encoder_rep_pen": 1, |
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"freq_pen": 0, |
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"presence_pen": 0, |
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"do_sample": true, |
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"early_stopping": false, |
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"add_bos_token": false, |
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"truncation_length": 2048, |
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"ban_eos_token": true, |
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"skip_special_tokens": true, |
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"streaming": true, |
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"mirostat_mode": 0, |
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"mirostat_tau": 5, |
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"mirostat_eta": 0.1, |
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``` |
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Prompt format that work well |
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``` |
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ChatML & Alpaca |
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``` |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using Merged-Etheria-55b as a base. |
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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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base_model: Merged-Etheria-55b |
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models: |
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- model: Sacr-Etheria-55b |
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parameters: |
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weight: [0.22, 0.113, 0.113, 0.113, 0.113, 0.113] |
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density: 0.61 |
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- model: Merged-Etheria-55b |
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parameters: |
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weight: [0.22, 0.113, 0.113, 0.113, 0.113, 0.113] |
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density: 0.61 |
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merge_method: dare_ties |
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tokenizer_source: union |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |