|
--- |
|
inference: false |
|
language: |
|
- en |
|
license: llama2 |
|
model_type: llama |
|
pipeline_tag: text-generation |
|
tags: |
|
- facebook |
|
- meta |
|
- pytorch |
|
- llama |
|
- llama-2 |
|
- h2ogpt |
|
--- |
|
|
|
h2oGPT clone of [Meta's Llama 2 13B Chat](https://huggingface.co/meta-llama/Llama-2-13b-chat-hf). |
|
|
|
Try it live on our [h2oGPT demo](https://gpt.h2o.ai) with side-by-side LLM comparisons and private document chat! |
|
|
|
See how it compares to other models on our [LLM Leaderboard](https://evalgpt.ai/)! |
|
|
|
See more at [H2O.ai](https://h2o.ai/) |
|
|
|
|
|
## Model Architecture |
|
|
|
``` |
|
LlamaForCausalLM( |
|
(model): LlamaModel( |
|
(embed_tokens): Embedding(32000, 5120, padding_idx=0) |
|
(layers): ModuleList( |
|
(0-39): 40 x LlamaDecoderLayer( |
|
(self_attn): LlamaAttention( |
|
(q_proj): Linear(in_features=5120, out_features=5120, bias=False) |
|
(k_proj): Linear(in_features=5120, out_features=5120, bias=False) |
|
(v_proj): Linear(in_features=5120, out_features=5120, bias=False) |
|
(o_proj): Linear(in_features=5120, out_features=5120, bias=False) |
|
(rotary_emb): LlamaRotaryEmbedding() |
|
) |
|
(mlp): LlamaMLP( |
|
(gate_proj): Linear(in_features=5120, out_features=13824, bias=False) |
|
(up_proj): Linear(in_features=5120, out_features=13824, bias=False) |
|
(down_proj): Linear(in_features=13824, out_features=5120, bias=False) |
|
(act_fn): SiLUActivation() |
|
) |
|
(input_layernorm): LlamaRMSNorm() |
|
(post_attention_layernorm): LlamaRMSNorm() |
|
) |
|
) |
|
(norm): LlamaRMSNorm() |
|
) |
|
(lm_head): Linear(in_features=5120, out_features=32000, bias=False) |
|
) |
|
``` |
