BlinkDL commited on
Commit
58784a4
1 Parent(s): 7797c56

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -4
app.py CHANGED
@@ -5,9 +5,9 @@ from huggingface_hub import hf_hub_download
5
  from pynvml import *
6
  nvmlInit()
7
  gpu_h = nvmlDeviceGetHandleByIndex(0)
8
-
9
  title = "RWKV-4 14B fp16"
10
- desc = '''DEMO limited to ctxlen 512, and slow because A10g does not have enough VRAM (some layers are computed on CPU instead). Links:
11
  <a href='https://github.com/BlinkDL/ChatRWKV' target="_blank" style="margin:0 0.5em">ChatRWKV</a>
12
  <a href='https://github.com/BlinkDL/RWKV-LM' target="_blank" style="margin:0 0.5em">RWKV-LM</a>
13
  <a href="https://pypi.org/project/rwkv/" target="_blank" style="margin:0 0.5em">RWKV pip package</a>
@@ -18,7 +18,7 @@ os.environ["RWKV_CUDA_ON"] = '1' # if '1' then use CUDA kernel for seq mode (muc
18
 
19
  from rwkv.model import RWKV
20
  model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-14b", filename="RWKV-4-Pile-14B-20230213-8019.pth")
21
- model = RWKV(model=model_path, strategy='cuda fp16 *32 -> cpu fp32')
22
  # model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-169m", filename="RWKV-4-Pile-169M-20220807-8023.pth")
23
  # model = RWKV(model=model_path, strategy='cuda fp16')
24
  from rwkv.utils import PIPELINE, PIPELINE_ARGS
@@ -53,7 +53,7 @@ def infer(
53
  occurrence = {}
54
  state = None
55
  for i in range(int(token_count)):
56
- out, state = model.forward(pipeline.encode(ctx)[:512] if i == 0 else [token], state)
57
  for n in args.token_ban:
58
  out[n] = -float('inf')
59
  for n in occurrence:
 
5
  from pynvml import *
6
  nvmlInit()
7
  gpu_h = nvmlDeviceGetHandleByIndex(0)
8
+ ctx_limit = 512
9
  title = "RWKV-4 14B fp16"
10
+ desc = f'''DEMO limited to ctxlen {ctx_limit}, and slow because A10g does not have enough VRAM (some layers are computed on CPU instead). Links:
11
  <a href='https://github.com/BlinkDL/ChatRWKV' target="_blank" style="margin:0 0.5em">ChatRWKV</a>
12
  <a href='https://github.com/BlinkDL/RWKV-LM' target="_blank" style="margin:0 0.5em">RWKV-LM</a>
13
  <a href="https://pypi.org/project/rwkv/" target="_blank" style="margin:0 0.5em">RWKV pip package</a>
 
18
 
19
  from rwkv.model import RWKV
20
  model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-14b", filename="RWKV-4-Pile-14B-20230213-8019.pth")
21
+ model = RWKV(model=model_path, strategy='cuda fp16 *33 -> cpu fp32')
22
  # model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-169m", filename="RWKV-4-Pile-169M-20220807-8023.pth")
23
  # model = RWKV(model=model_path, strategy='cuda fp16')
24
  from rwkv.utils import PIPELINE, PIPELINE_ARGS
 
53
  occurrence = {}
54
  state = None
55
  for i in range(int(token_count)):
56
+ out, state = model.forward(pipeline.encode(ctx)[:ctx_limit] if i == 0 else [token], state)
57
  for n in args.token_ban:
58
  out[n] = -float('inf')
59
  for n in occurrence: