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README.md CHANGED
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  ---
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  license: llama2
 
 
 
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  ---
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- Another EXL2 version of AlpinDale's https://huggingface.co/alpindale/goliath-120b this one being at 2.64BPW.
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- [2.37BPW](https://huggingface.co/LavaPlanet/Goliath120B-exl2-2.37bpw)
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- Pippa llama2 Chat was used as the calibration dataset.
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- Can be run on two RTX 3090s w/ 24GB vram each.
 
 
 
 
 
 
 
 
 
 
 
 
 
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- Assuming Windows overhead, the following figures should be more or less close enough for estimation of your own use.
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  ```yaml
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- 2.64BPW @ 4096 ctx
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- Empty Ctx
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- GPU Split:18/24
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- GPU1: 19.8/24
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- GPU2: 21.9/24
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- 10~ tk/s
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- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: llama2
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+ language:
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+ - en
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+ pipeline_tag: conversational
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  ---
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+ # Goliath 120B
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+ An auto-regressive causal LM created by combining 2x finetuned [Llama-2 70B](https://huggingface.co/meta-llama/llama-2-70b-hf) into one.
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+ Please check out the quantized formats provided by [@TheBloke](https:///huggingface.co/TheBloke) and [@Panchovix](https://huggingface.co/Panchovix):
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+ - [GGUF](https://huggingface.co/TheBloke/goliath-120b-GGUF) (llama.cpp)
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+ - [GPTQ](https://huggingface.co/TheBloke/goliath-120b-GPTQ) (KoboldAI, TGW, Aphrodite)
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+ - [AWQ](https://huggingface.co/TheBloke/goliath-120b-AWQ) (TGW, Aphrodite, vLLM)
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+ - [Exllamav2](https://huggingface.co/Panchovix/goliath-120b-exl2) (TGW, KoboldAI)
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+
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+ # Prompting Format
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+
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+ Both Vicuna and Alpaca will work, but due the initial and final layers belonging primarily to Xwin, I expect Vicuna to work the best.
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+
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+ # Merge process
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+
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+ The models used in the merge are [Xwin](https://huggingface.co/Xwin-LM/Xwin-LM-70B-V0.1) and [Euryale](https://huggingface.co/Sao10K/Euryale-1.3-L2-70B).
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+
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+ The layer ranges used are as follows:
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  ```yaml
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+ - range 0, 16
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+ Xwin
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+ - range 8, 24
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+ Euryale
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+ - range 17, 32
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+ Xwin
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+ - range 25, 40
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+ Euryale
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+ - range 33, 48
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+ Xwin
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+ - range 41, 56
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+ Euryale
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+ - range 49, 64
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+ Xwin
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+ - range 57, 72
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+ Euryale
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+ - range 65, 80
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+ Xwin
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+ ```
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+
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+ # Screenshots
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/635567189c72a7e742f1419c/Cat8_Rimaz6Ni7YhQiiGB.png)
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+
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+ # Benchmarks
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+ Coming soon.
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+
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+ # Acknowledgements
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+ Credits goes to [@chargoddard](https://huggingface.co/chargoddard) for developing the framework used to merge the model - [mergekit](https://github.com/cg123/mergekit).
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+
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+ Special thanks to [@Undi95](https://huggingface.co/Undi95) for helping with the merge ratios.
config.json ADDED
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+ {
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+ "_name_or_path": "alpindale/goliath-120b",
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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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+ "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": 8192,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 28672,
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+ "max_position_embeddings": 4096,
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+ "model_type": "llama",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 137,
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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": "4.35.0",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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+ "single_word": false,
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+ "special": true
26
+ }
27
+ },
28
+ "additional_special_tokens": [
29
+ "<unk>",
30
+ "<s>",
31
+ "</s>"
32
+ ],
33
+ "bos_token": "<s>",
34
+ "clean_up_tokenization_spaces": false,
35
+ "eos_token": "</s>",
36
+ "legacy": false,
37
+ "model_max_length": 1000000000000000019884624838656,
38
+ "pad_token": null,
39
+ "sp_model_kwargs": {},
40
+ "tokenizer_class": "LlamaTokenizer",
41
+ "unk_token": "<unk>",
42
+ "use_default_system_prompt": true
43
+ }