初始化项目，由ModelHub XC社区提供模型
Model: Yhyu13/LMCocktail-10.7B-v1 Source: Original Platform
This commit is contained in:
ModelHub XC
35
.gitattributes
vendored
Normal file
35
.gitattributes
vendored
Normal file
@@ -0,0 +1,35 @@
|
||||
*.7z filter=lfs diff=lfs merge=lfs -text
|
||||
*.arrow filter=lfs diff=lfs merge=lfs -text
|
||||
*.bin filter=lfs diff=lfs merge=lfs -text
|
||||
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
||||
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
||||
*.ftz filter=lfs diff=lfs merge=lfs -text
|
||||
*.gz filter=lfs diff=lfs merge=lfs -text
|
||||
*.h5 filter=lfs diff=lfs merge=lfs -text
|
||||
*.joblib filter=lfs diff=lfs merge=lfs -text
|
||||
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
||||
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
||||
*.model filter=lfs diff=lfs merge=lfs -text
|
||||
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
||||
*.npy filter=lfs diff=lfs merge=lfs -text
|
||||
*.npz filter=lfs diff=lfs merge=lfs -text
|
||||
*.onnx filter=lfs diff=lfs merge=lfs -text
|
||||
*.ot filter=lfs diff=lfs merge=lfs -text
|
||||
*.parquet filter=lfs diff=lfs merge=lfs -text
|
||||
*.pb filter=lfs diff=lfs merge=lfs -text
|
||||
*.pickle filter=lfs diff=lfs merge=lfs -text
|
||||
*.pkl filter=lfs diff=lfs merge=lfs -text
|
||||
*.pt filter=lfs diff=lfs merge=lfs -text
|
||||
*.pth filter=lfs diff=lfs merge=lfs -text
|
||||
*.rar filter=lfs diff=lfs merge=lfs -text
|
||||
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
||||
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
||||
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
||||
*.tar filter=lfs diff=lfs merge=lfs -text
|
||||
*.tflite filter=lfs diff=lfs merge=lfs -text
|
||||
*.tgz filter=lfs diff=lfs merge=lfs -text
|
||||
*.wasm filter=lfs diff=lfs merge=lfs -text
|
||||
*.xz filter=lfs diff=lfs merge=lfs -text
|
||||
*.zip filter=lfs diff=lfs merge=lfs -text
|
||||
*.zst filter=lfs diff=lfs merge=lfs -text
|
||||
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
||||
70
README.md
Normal file
70
README.md
Normal file
@@ -0,0 +1,70 @@
|
||||
---
|
||||
license: llama2
|
||||
---
|
||||
|
||||
# LM-cocktail 10.7B v1
|
||||
|
||||
|
||||
This is a 50%-50% model of the SOLAR model and meow.
|
||||
|
||||
https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0
|
||||
|
||||
https://huggingface.co/rishiraj/meow
|
||||
|
||||
|
||||
who rank #1 and #2 among models <13B in the https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard by 2023/12/20.
|
||||
|
||||
# Alpaca Eval
|
||||
|
||||
I am thrilled to announce that ChatGPT has ranked LMCocktail 10.7B as the second best model next to GPT4 on AlpcaEval in my local community run. You can also check the leaderboard at [./alpaca_eval/chatgpt_fn_--SOLAR-10-7B-LMCocktail/](./alpaca_eval/chatgpt_fn_--SOLAR-10-7B-LMCocktail/)
|
||||
|
||||
```
|
||||
win_rate standard_error n_total avg_length
|
||||
gpt4 73.79 1.54 805 1365
|
||||
SOLAR-10.7B-LMCocktail(new)73.45 1.56 804 1203
|
||||
claude 70.37 1.60 805 1082
|
||||
chatgpt 66.09 1.66 805 811
|
||||
wizardlm-13b 65.16 1.67 805 985
|
||||
vicuna-13b 64.10 1.69 805 1037
|
||||
guanaco-65b 62.36 1.71 805 1249
|
||||
oasst-rlhf-llama-33b 62.05 1.71 805 1079
|
||||
alpaca-farm-ppo-human 60.25 1.72 805 803
|
||||
falcon-40b-instruct 56.52 1.74 805 662
|
||||
text_davinci_003 50.00 0.00 805 307
|
||||
alpaca-7b 45.22 1.74 805 396
|
||||
text_davinci_001 28.07 1.56 805 296
|
||||
```
|
||||
|
||||
|
||||
# Code
|
||||
|
||||
The LM-cocktail is novel technique for merging multiple models https://arxiv.org/abs/2311.13534
|
||||
|
||||
Code is backed up by this repo https://github.com/FlagOpen/FlagEmbedding.git
|
||||
|
||||
Merging scripts available under the [./scripts](./scripts) folder
|
||||
|
||||
|
||||
# Result
|
||||
|
||||
The SOLAR model is the first model <30B that can answer this question from my test:
|
||||
|
||||
```
|
||||
What will AI be like in the year 1010 A.D?
|
||||
```
|
||||
|
||||
without hullicinating into 1010 A.D is a future time (like other llama2 models)
|
||||
|
||||
Models greater than that, like Yi-34B could answer this paradoxic question correctly as well, since it is huge enough.
|
||||
|
||||
### SOLAR 10.7B output
|
||||
|
||||
|
||||
|
||||
### LMCocktail 10.7B output1
|
||||
|
||||
|
||||
|
||||
### LMCocktail 10.7B output2
|
||||
|
||||
|
||||
3829
alpaca_eval/chatgpt_fn_--SOLAR-10-7B-LMCocktail/alpaca_eval_log.txt
Normal file
3829
alpaca_eval/chatgpt_fn_--SOLAR-10-7B-LMCocktail/alpaca_eval_log.txt
Normal file
File diff suppressed because it is too large
Load Diff
File diff suppressed because one or more lines are too long
@@ -0,0 +1,15 @@
|
||||
,win_rate,standard_error,n_wins,n_wins_base,n_draws,n_total,mode,avg_length
|
||||
gpt4,73.7888198757764,1.5359801545073597,588,205,12,805,minimal,1365
|
||||
SOLAR-10.7B-LMCocktail,73.44527363184079,1.5572150363643398,590,213,1,804,community,1203
|
||||
claude,70.37267080745342,1.599519507147828,562,234,9,805,minimal,1082
|
||||
chatgpt,66.08695652173913,1.6626479994330317,529,270,6,805,minimal,811
|
||||
wizardlm-13b,65.15527950310559,1.670034107787565,520,276,9,805,minimal,985
|
||||
vicuna-13b,64.09937888198758,1.6895185863153146,515,288,2,805,minimal,1037
|
||||
guanaco-65b,62.36024844720497,1.7086348811605765,502,303,0,805,minimal,1249
|
||||
oasst-rlhf-llama-33b,62.0496894409938,1.7080028976103514,498,304,3,805,minimal,1079
|
||||
alpaca-farm-ppo-human,60.24844720496895,1.7169496733548772,481,316,8,805,minimal,803
|
||||
falcon-40b-instruct,56.52173913043478,1.7438750520312944,453,348,4,805,minimal,662
|
||||
phi-2-alpaca-gpt4-dpo,55.59701492537313,1.7533719245384989,447,357,0,804,community,4532
|
||||
text_davinci_003,50.0,0.0,0,0,805,805,minimal,307
|
||||
alpaca-7b,45.21739130434783,1.7375846781579476,356,433,16,805,minimal,396
|
||||
text_davinci_001,28.07453416149068,1.5602183426587484,216,569,20,805,minimal,296
|
||||
|
4832
alpaca_eval/chatgpt_fn_--SOLAR-10-7B-LMCocktail/model_outputs.json
Normal file
4832
alpaca_eval/chatgpt_fn_--SOLAR-10-7B-LMCocktail/model_outputs.json
Normal file
File diff suppressed because one or more lines are too long
File diff suppressed because it is too large
Load Diff
BIN
assets/SOLAR.png
Normal file
BIN
assets/SOLAR.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 53 KiB |
BIN
assets/SOLAR_mixed.png
Normal file
BIN
assets/SOLAR_mixed.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 160 KiB |
BIN
assets/SOLAR_mixed2.png
Normal file
BIN
assets/SOLAR_mixed2.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 133 KiB |
29
config.json
Normal file
29
config.json
Normal file
@@ -0,0 +1,29 @@
|
||||
{
|
||||
"_name_or_path": "./mixed_llm",
|
||||
"architectures": [
|
||||
"LlamaForCausalLM"
|
||||
],
|
||||
"attention_bias": false,
|
||||
"attention_dropout": 0.0,
|
||||
"bos_token_id": 1,
|
||||
"eos_token_id": 2,
|
||||
"hidden_act": "silu",
|
||||
"hidden_size": 4096,
|
||||
"initializer_range": 0.02,
|
||||
"intermediate_size": 14336,
|
||||
"max_position_embeddings": 4096,
|
||||
"model_type": "llama",
|
||||
"num_attention_heads": 32,
|
||||
"num_hidden_layers": 48,
|
||||
"num_key_value_heads": 8,
|
||||
"pad_token_id": 2,
|
||||
"pretraining_tp": 1,
|
||||
"rms_norm_eps": 1e-05,
|
||||
"rope_scaling": null,
|
||||
"rope_theta": 10000.0,
|
||||
"tie_word_embeddings": false,
|
||||
"torch_dtype": "float16",
|
||||
"transformers_version": "4.36.2",
|
||||
"use_cache": true,
|
||||
"vocab_size": 32000
|
||||
}
|
||||
8
generation_config.json
Normal file
8
generation_config.json
Normal file
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"_from_model_config": true,
|
||||
"bos_token_id": 1,
|
||||
"eos_token_id": 2,
|
||||
"pad_token_id": 2,
|
||||
"transformers_version": "4.36.2",
|
||||
"use_cache": false
|
||||
}
|
||||
3
model-00001-of-00005.safetensors
Normal file
3
model-00001-of-00005.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d5af488efed8abb6447fa3a4ff52188b92b3a7079e885d6e83b1d54686c38bb8
|
||||
size 4943162240
|
||||
3
model-00002-of-00005.safetensors
Normal file
3
model-00002-of-00005.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:64fca65f4755409e1bf00a55e4900535b1118d6c7832d71a43a0c3ef7193a9f2
|
||||
size 4999819232
|
||||
3
model-00003-of-00005.safetensors
Normal file
3
model-00003-of-00005.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:da274d25d65e1ab0c2eb5ba0a4e3813e6f036e95d0bbe6a629fe3948e2f8d552
|
||||
size 4915916080
|
||||
3
model-00004-of-00005.safetensors
Normal file
3
model-00004-of-00005.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:3cdc2bb2849149d0ea095672a4ff3a45b555a2d81739701cb5afb4bcc2f3977e
|
||||
size 4915916080
|
||||
3
model-00005-of-00005.safetensors
Normal file
3
model-00005-of-00005.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:57d0b060ee28741a0f2ee7552a8c69b93e7907026d73490c13122ac825339814
|
||||
size 1688284744
|
||||
442
model.safetensors.index.json
Normal file
442
model.safetensors.index.json
Normal file
@@ -0,0 +1,442 @@
|
||||
{
|
||||
"metadata": {
|
||||
"total_size": 21463048192
|
||||
},
|
||||
"weight_map": {
|
||||
"lm_head.weight": "model-00005-of-00005.safetensors",
|
||||
"model.embed_tokens.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.0.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.1.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.10.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.10.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.10.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.10.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.10.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.10.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.10.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.10.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.10.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.11.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.11.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.12.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.13.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.14.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.15.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.16.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.17.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.18.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.19.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.2.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.2.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.20.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.20.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.input_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.mlp.down_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.mlp.gate_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.mlp.up_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.post_attention_layernorm.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.21.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.22.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.22.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.22.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.22.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.22.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.22.self_attn.k_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.22.self_attn.o_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.22.self_attn.q_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.22.self_attn.v_proj.weight": "model-00002-of-00005.safetensors",
|
||||
"model.layers.23.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.23.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.24.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.25.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.26.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.27.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.28.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.29.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.3.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.3.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.30.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.30.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.31.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.input_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.mlp.down_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.mlp.up_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.post_attention_layernorm.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.32.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.33.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.33.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.33.mlp.gate_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.33.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.33.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.33.self_attn.k_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.33.self_attn.o_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.33.self_attn.q_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.33.self_attn.v_proj.weight": "model-00003-of-00005.safetensors",
|
||||
"model.layers.34.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.34.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.35.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.36.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.37.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.38.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.39.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.4.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.4.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.40.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.40.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.41.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.42.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.input_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.mlp.down_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.post_attention_layernorm.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.43.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.44.input_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.44.mlp.down_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.44.mlp.gate_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.44.mlp.up_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.44.post_attention_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.44.self_attn.k_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.44.self_attn.o_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.44.self_attn.q_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.44.self_attn.v_proj.weight": "model-00004-of-00005.safetensors",
|
||||
"model.layers.45.input_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.mlp.down_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.mlp.gate_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.mlp.up_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.post_attention_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.self_attn.k_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.self_attn.o_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.self_attn.q_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.45.self_attn.v_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.input_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.mlp.down_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.mlp.gate_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.mlp.up_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.post_attention_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.self_attn.k_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.self_attn.o_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.self_attn.q_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.46.self_attn.v_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.input_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.mlp.down_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.mlp.gate_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.mlp.up_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.post_attention_layernorm.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.self_attn.k_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.self_attn.o_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.self_attn.q_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.47.self_attn.v_proj.weight": "model-00005-of-00005.safetensors",
|
||||
"model.layers.5.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.5.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.6.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.7.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.8.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.input_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.mlp.down_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.mlp.gate_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.mlp.up_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.post_attention_layernorm.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.self_attn.k_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.self_attn.o_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.self_attn.q_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.layers.9.self_attn.v_proj.weight": "model-00001-of-00005.safetensors",
|
||||
"model.norm.weight": "model-00005-of-00005.safetensors"
|
||||
}
|
||||
}
|
||||
13
sciprts/convert.py
Normal file
13
sciprts/convert.py
Normal file
@@ -0,0 +1,13 @@
|
||||
from transformers import AutoModelForCausalLM
|
||||
import torch
|
||||
import torch.utils.dlpack
|
||||
|
||||
# Load the original model
|
||||
model_name = "./mixed_llm"
|
||||
model = AutoModelForCausalLM.from_pretrained(model_name)
|
||||
|
||||
# Convert the model to a different precision
|
||||
model = model.half()
|
||||
|
||||
# Save the model as a safetensor
|
||||
model.save_pretrained(f"./mixed_llm_half", safetensors=True)
|
||||
2465
sciprts/merge.log
Normal file
2465
sciprts/merge.log
Normal file
File diff suppressed because it is too large
Load Diff
22
sciprts/merge.py
Normal file
22
sciprts/merge.py
Normal file
@@ -0,0 +1,22 @@
|
||||
from LM_Cocktail import mix_models_by_layers
|
||||
import argparse
|
||||
|
||||
if __name__ == "__main__":
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("--model_type", type=str, default="decoder", help="Type of model to be mixed")
|
||||
parser.add_argument("--output_path", type=str, default="./mixed_llm", help="Path to save the mixed model")
|
||||
parser.add_argument("--max_length", type=int, default=100, help="Maximum length of the sequence to be generated")
|
||||
parser.add_argument("--models", type=str, nargs='+', default=["meta-llama/Llama-2-7b-chat-hf", "Shitao/llama2-ag-news"], help="Path to the models to be mixed")
|
||||
parser.add_argument("--weights", type=float, nargs='+', default=[0.7, 0.3], help="Weights of the models to be mixed")
|
||||
parser.add_argument("--save_precision", type=str, default='float32', help="mixed model saved format")
|
||||
args = parser.parse_args()
|
||||
|
||||
# Mix Large Language Models (LLMs) and save the combined model to the path: ./mixed_llm
|
||||
model = mix_models_by_layers(
|
||||
model_names_or_paths=args.models,
|
||||
model_type=args.model_type,
|
||||
weights=args.weights,
|
||||
output_path=args.output_path)
|
||||
|
||||
print(model)
|
||||
8
sciprts/merge.sh
Executable file
8
sciprts/merge.sh
Executable file
@@ -0,0 +1,8 @@
|
||||
#!/bin/bash
|
||||
eval "$(conda shell.bash hook)"
|
||||
conda activate llmcocktail
|
||||
|
||||
CUDA_VISIBLE_DEVICES=1 python merge.py \
|
||||
--models /media/hangyu5/Home/Documents/Hugging-Face/LM_cocktail/meow /media/hangyu5/Home/Documents/Hugging-Face/LM_cocktail/SOLAR-10.7B-Instruct-v1.0 \
|
||||
--weights 0.5 0.5 \
|
||||
|& tee ./merge.log
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
43
tokenizer_config.json
Normal file
43
tokenizer_config.json
Normal file
@@ -0,0 +1,43 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"chat_template": "{% for message in messages %}{% if message['role'] == 'system' %}{% if message['content']%}{{'### System:\n' + message['content']+'\n\n'}}{% endif %}{% elif message['role'] == 'user' %}{{'### User:\n' + message['content']+'\n\n'}}{% elif message['role'] == 'assistant' %}{{'### Assistant:\n' + message['content']}}{% endif %}{% if loop.last and add_generation_prompt %}{{ '### Assistant:\n' }}{% endif %}{% endfor %}",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "</s>",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": true
|
||||
}
|
||||
Reference in New Issue
Block a user